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\n  \n 2023\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n Correlation Versus RMSE Loss Functions in Symbolic Regression Tasks.\n \n \n \n\n\n \n Haut, N.; Banzhaf, W.; and Punch, B.\n\n\n \n\n\n\n In Genetic Programming Theory and Practice XIX, pages 31-55. Springer Nature Singapore Singapore, 2023.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@incollection{haut2023correlation,\n  title={Correlation Versus RMSE Loss Functions in Symbolic Regression Tasks},\n  author={Haut, Nathan and Banzhaf, Wolfgang and Punch, Bill},\n  booktitle={Genetic Programming Theory and Practice XIX},\n  pages={31-55},\n  year={2023},\n  editors={Wolfgang Banzhaf and Sara Silva and Leonardo Trujillo and Stephan Winkler},\n  publisher={Springer Nature Singapore Singapore}\n}\n\n
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\n \n\n \n \n \n \n \n Coevolutionary opinion dynamics with sparse interactions in open-ended societies.\n \n \n \n\n\n \n Bao, H.; Neal, Z. P; and Banzhaf, W.\n\n\n \n\n\n\n Complex & Intelligent Systems, 9(1): 565-577. 2023.\n \n\n\n\n
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@Article{bao2023coevolutionary,\n  author  = {Bao, Honglin and Neal, Zachary P and Banzhaf, Wolfgang},\n  title   = {Coevolutionary opinion dynamics with sparse interactions in open-ended societies},\n  number  = {1},\n  pages   = {565-577},\n  volume  = {9},\n  journal = {Complex \\& Intelligent Systems},\n  year    = {2023},\n}\n\n
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\n \n\n \n \n \n \n \n Phenotype Search Trajectory Networks for Linear Genetic Programming.\n \n \n \n\n\n \n Hu, T.; Ochoa, G.; and Banzhaf, W.\n\n\n \n\n\n\n In Pappa, G.; Giacobini, M.; and Vasicek, Z., editor(s), Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings, of LNCS, Vol 13986, pages 52-67, 2023. Springer Nature Switzerland Cham\n \n\n\n\n
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@inproceedings{hu2023phenotype,\n  title={Phenotype Search Trajectory Networks for Linear Genetic Programming},\n  author={Hu, Ting and Ochoa, Gabriela and Banzhaf, Wolfgang},\n  booktitle={Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings},\n  pages={52-67},\n  year={2023},\n  editor       = {Gisele Pappa and Mario Giacobini and Zdenek Vasicek},\n  series       = {LNCS, Vol 13986},\n  organization={Springer Nature Switzerland Cham}\n}\n\n
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\n \n\n \n \n \n \n \n A Genetic Programming Approach to Engineering MRI Reporter Genes.\n \n \n \n\n\n \n Bricco, A. R; Miralavy, I.; Bo, S.; Perlman, O.; Korenchan, D. E; Farrar, C. T; McMahon, M. T; Banzhaf, W.; and Gilad, A. A\n\n\n \n\n\n\n ACS Synthetic Biology, 12(4): 1154-1163. 2023.\n \n\n\n\n
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@article{bricco2023genetic,\n  title={A Genetic Programming Approach to Engineering MRI Reporter Genes},\n  author={Bricco, Alexander R and Miralavy, Iliya and Bo, Shaowei and Perlman, Or and Korenchan, David E and Farrar, Christian T and McMahon, Michael T and Banzhaf, Wolfgang and Gilad, Assaf A},\n  journal={ACS Synthetic Biology},\n  volume={12},\n  number={4},\n  pages={1154-1163},\n  year={2023},\n  publisher={American Chemical Society}\n}\n\n
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\n \n\n \n \n \n \n \n MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning.\n \n \n \n\n\n \n Zhang, H.; Chen, Q.; Tonda, A.; Xue, B.; Banzhaf, W.; and Zhang, M.\n\n\n \n\n\n\n In Pappa, G.; Giacobini, M.; and Vasicek, Z., editor(s), Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings, of LNCS, Vol 13986, pages 84-100, 2023. Springer Nature Switzerland Cham\n \n\n\n\n
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@inproceedings{zhang2023map,\n  title={MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning},\n  author={Zhang, Hengzhe and Chen, Qi and Tonda, Alberto and Xue, Bing and Banzhaf, Wolfgang and Zhang, Mengjie},\n  booktitle={Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings},\n  pages={84-100},\n  year={2023},\n  editor       = {Gisele Pappa and Mario Giacobini and Zdenek Vasicek},\n  series       = {LNCS, Vol 13986},\n  organization={Springer Nature Switzerland Cham}\n}\n\n\n\n\n\n\n\n\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n Spatial Genetic Programming.\n \n \n \n\n\n \n Miralavy, I.; and Banzhaf, W.\n\n\n \n\n\n\n In Pappa, G.; Giacobini, M.; and Vasicek, Z., editor(s), Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings, of LNCS, Vol 13986, pages 260-275, 2023. Springer\n \n\n\n\n
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@InProceedings{miralavy2023spatial,\n  author       = {Miralavy, Iliya and Banzhaf, Wolfgang},\n  booktitle    = {Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings},\n  title        = {Spatial Genetic Programming},\n  editor       = {Gisele Pappa and Mario Giacobini and Zdenek Vasicek},\n  organization = {Springer},\n  pages        = {260-275},\n  series       = {LNCS, Vol 13986},\n  year         = {2023},\n}\n\n
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\n  \n 2022\n \n \n (12)\n \n \n
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\n \n\n \n \n \n \n \n Optimizing LLVM pass sequences with Shackleton: A linear genetic programming framework.\n \n \n \n\n\n \n Peeler, H.; Li, S. S.; Sloss, A. N; Reid, K. N; Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 578-581, 2022. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{peeler2022optimizing,\n  title={Optimizing LLVM pass sequences with Shackleton: A linear genetic programming framework},\n  author={Peeler, Hannah and Li, Shuyue Stella and Sloss, Andrew N and Reid, Kenneth N and Yuan, Yuan and Banzhaf, Wolfgang},\n  booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  pages={578-581},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Using genetic programming to predict and optimize protein function.\n \n \n \n\n\n \n Miralavy, I.; Bricco, A. R; Gilad, A. A; and Banzhaf, W.\n\n\n \n\n\n\n PeerJ Physical Chemistry, 4: e24. 2022.\n \n\n\n\n
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@Article{miralavy2022using,\n  author       = {Miralavy, Iliya and Bricco, Alexander R and Gilad, Assaf A and Banzhaf, Wolfgang},\n  journaltitle = {PeerJ Physical Chemistry},\n  title        = {Using genetic programming to predict and optimize protein function},\n  pages        = {e24},\n  volume       = {4},\n  journal      = {PeerJ Physical Chemistry},\n  year         = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n Active learning improves performance on symbolic regression tasks in StackGP.\n \n \n \n\n\n \n Haut, N.; Banzhaf, W.; and Punch, B.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 550-553, 2022. \n \n\n\n\n
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@inproceedings{haut2022active,\n  title={Active learning improves performance on symbolic regression tasks in StackGP},\n  author={Haut, Nathan and Banzhaf, Wolfgang and Punch, Bill},\n  booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  pages={550-553},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Long-Term Evolution Experiment with Genetic Programming.\n \n \n \n\n\n \n Langdon, W. B; and Banzhaf, W.\n\n\n \n\n\n\n Artificial Life, 28(2): 173-204. 2022.\n \n\n\n\n
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@Article{langdon2022long,\n  author  = {Langdon, William B and Banzhaf, Wolfgang},\n  title   = {Long-Term Evolution Experiment with Genetic Programming},\n  number  = {2},\n  pages   = {173-204},\n  volume  = {28},\n  journal = {Artificial Life},\n  year    = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n Iterative Genetic Improvement: Scaling Stochastic Program Synthesis.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2202.13040. 2022.\n \n\n\n\n
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@article{yuan2022iterative,\n  title={Iterative Genetic Improvement: Scaling Stochastic Program Synthesis},\n  author={Yuan, Yuan and Banzhaf, Wolfgang},\n  journal={arXiv preprint arXiv:2202.13040},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Protein Optimization Evolving Tool (POET) based on genetic programming.\n \n \n \n\n\n \n Bricco, A. R; Miralavy, I.; Bo, S.; Perlman, O.; Farrar, C. T; McMahon, M. T; Banzhaf, W.; and Gilad, A. A\n\n\n \n\n\n\n bioRxiv,2022-03. 2022.\n \n\n\n\n
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@Article{bricco2022protein,\n  author    = {Bricco, Alexander R and Miralavy, Iliya and Bo, Shaowei and Perlman, Or and Farrar, Christian T and McMahon, Michael T and Banzhaf, Wolfgang and Gilad, Assaf A},\n  title     = {Protein Optimization Evolving Tool (POET) based on genetic programming},\n  pages     = {2022-03},\n  journal   = {bioRxiv},\n  publisher = {Cold Spring Harbor Laboratory},\n  year      = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic improvement in the Shackleton framework for optimizing LLVM pass sequences.\n \n \n \n\n\n \n Li, S. S.; Peeler, H.; Sloss, A. N; Reid, K. N; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1938-1939, 2022. \n \n\n\n\n
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@InProceedings{li2022genetic,\n  author    = {Li, Shuyue Stella and Peeler, Hannah and Sloss, Andrew N and Reid, Kenneth N and Banzhaf, Wolfgang},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  title     = {Genetic improvement in the Shackleton framework for optimizing LLVM pass sequences},\n  pages     = {1938-1939},\n  year      = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n From dynamics to novelty: An agent-based model of the economic system.\n \n \n \n\n\n \n Recio, G.; Banzhaf, W.; and White, R.\n\n\n \n\n\n\n Artificial Life, 28(1): 58-95. 2022.\n \n\n\n\n
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@Article{recio2022dynamics,\n  author  = {Recio, Gustavo and Banzhaf, Wolfgang and White, Roger},\n  title   = {From dynamics to novelty: An agent-based model of the economic system},\n  number  = {1},\n  pages   = {58-95},\n  volume  = {28},\n  journal = {Artificial Life},\n  year    = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n An Artificial Chemistry Implementation of a Gene Regulatory Network.\n \n \n \n\n\n \n Miralavy, I.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2209.04114. 2022.\n \n\n\n\n
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@article{miralavy2022artificial,\n  title={An Artificial Chemistry Implementation of a Gene Regulatory Network},\n  author={Miralavy, Iliya and Banzhaf, Wolfgang},\n  journal={arXiv preprint arXiv:2209.04114},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Phenotype Search Trajectory Networks for Linear Genetic Programming.\n \n \n \n\n\n \n Hu, T.; Ochoa, G.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2211.08516. 2022.\n \n\n\n\n
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@Article{hu2022stn,\n  author  = {Hu, Ting and Ochoa, Gabriela and Banzhaf, Wolfgang},\n  title   = {Phenotype Search Trajectory Networks for Linear Genetic Programming},\n  journal = {arXiv preprint arXiv:2211.08516},\n  year    = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n Correlation versus RMSE Loss Functions in Symbolic Regression Tasks.\n \n \n \n\n\n \n Haut, N.; Punch, W.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2205.15990. 2022.\n \n\n\n\n
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@Article{haut2022loss,\n  author  = {Haut, Nathan and Punch, William and Banzhaf, Wolfgang},\n  title   = {Correlation versus RMSE Loss Functions in Symbolic Regression Tasks},\n  journal = {arXiv preprint arXiv:2205.15990},\n  year    = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n Using Genetic Programming to Predict and Optimize Protein Function.\n \n \n \n\n\n \n Miralavy, I.; Bricco, A.; Gilad, A.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2202.04039. 2022.\n \n\n\n\n
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@Article{haut2022loss,\n  author  = {Miralavy, Iliya and Bricco, Alexander and Gilad, Assaf and Banzhaf, Wolfgang},\n  title   = {Using Genetic Programming to Predict and Optimize Protein Function},\n  journal = {arXiv preprint arXiv:2202.04039},\n  year    = {2022},\n}\n\n
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\n  \n 2021\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Neural architecture transfer.\n \n \n \n\n\n \n Lu, Z.; Sreekumar, G.; Goodman, E.; Banzhaf, W.; Deb, K.; and Boddeti, V. N.\n\n\n \n\n\n\n IEEE Transactions on Pattern Analysis and Machine Intelligence, 43: 2171 - 2189. 2021.\n \n\n\n\n
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@article{lu2021neural,\n  title={Neural architecture transfer},\n  author={Lu, Zhichao and Sreekumar, Gautam and Goodman, Erik and Banzhaf, Wolfgang and Deb, Kalyanmoy and Boddeti, Vishnu Naresh},\n  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},\n  year={2021},\n  volume={43},\n  pages={2171 - 2189},\n  publisher={IEEE}\n}\n\n\n
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\n \n\n \n \n \n \n \n The effects of taxes on wealth inequality in Artificial Chemistry models of economic activity.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Plos One, 16(8): e0255719. 2021.\n \n\n\n\n
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@article{banzhaf2021effects,\n  title={The effects of taxes on wealth inequality in Artificial Chemistry models of economic activity},\n  author={Banzhaf, Wolfgang},\n  journal={Plos One},\n  volume={16},\n  number={8},\n  pages={e0255719},\n  year={2021},\n  publisher={Public Library of Science San Francisco, CA USA}\n}\n\n
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\n \n\n \n \n \n \n \n The Factory Must Grow: Automation in Factorio.\n \n \n \n\n\n \n Reid, K. N; Miralavy, I.; Kelly, S.; Banzhaf, W.; and Gondro, C.\n\n\n \n\n\n\n arXiv preprint arXiv:2102.04871. 2021.\n \n\n\n\n
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@article{reid2021factory,\n  title={The Factory Must Grow: Automation in Factorio},\n  author={Reid, Kenneth N and Miralavy, Iliya and Kelly, Stephen and Banzhaf, Wolfgang and Gondro, Cedric},\n  journal={arXiv preprint arXiv:2102.04871},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n Evolving Hierarchical Memory-Prediction Machines in Multi-Task Reinforcement Learning.\n \n \n \n\n\n \n Kelly, S.; Voegerl, T.; Banzhaf, W.; and Gondro, C.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 22: 573-605. 2021.\n \n\n\n\n
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@Article{kelly2021evolving,\n  author  = {Kelly, Stephen and Voegerl, Tatiana and Banzhaf, Wolfgang and Gondro, Cedric},\n  date    = {2021},\n  title   = {Evolving Hierarchical Memory-Prediction Machines in Multi-Task Reinforcement Learning},\n  pages   = {573-605},\n  volume  = {22},\n  journal = {Genetic Programming and Evolvable Machines},\n  year    = {2021},\n}\n\n
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\n \n\n \n \n \n \n \n Expensive Multi-Objective Evolutionary Optimization Assisted by Dominance Prediction.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation, 26: 159-173. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@Article{yuan2021expensive,\n  author  = {Yuan, Yuan and Banzhaf, Wolfgang},\n  title   = {Expensive Multi-Objective Evolutionary Optimization Assisted by Dominance Prediction},\n  doi     = {DOI 10.1109/TEVC.2021.3098257},\n  issue   = {1},\n  pages   = {159-173},\n  volume  = {26},\n  journal = {IEEE Transactions on Evolutionary Computation},\n  year    = {2021},\n}\n\n
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\n \n\n \n \n \n \n \n Emergent tangled program graphs in partially observable recursive forecasting and ViZDoom navigation tasks.\n \n \n \n\n\n \n Kelly, S.; Smith, R. J; Heywood, M. I; and Banzhaf, W.\n\n\n \n\n\n\n ACM Transactions on Evolutionary Learning and Optimization, 1(3): 1 - 41. 2021.\n \n\n\n\n
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@article{kelly2021emergent,\n  title={Emergent tangled program graphs in partially observable recursive forecasting and ViZDoom navigation tasks},\n  author={Kelly, Stephen and Smith, Robert J and Heywood, Malcolm I and Banzhaf, Wolfgang},\n  journal={ACM Transactions on Evolutionary Learning and Optimization},\n  volume={1},\n  number={3},\n  pages={1 - 41},\n  year={2021},\n  publisher={ACM New York, NY}\n}\n\n
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\n \n\n \n \n \n \n \n Evolutionary Machine Learning: A Survey.\n \n \n \n\n\n \n Telikani, A.; Tahmassebi, A.; Banzhaf, W.; and Gandomi, A\n\n\n \n\n\n\n ACM Computing Surveys, 54: 161:1-35. 2021.\n \n\n\n\n
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@Article{telikani2021evolutionary,\n  author  = {Telikani, AKBAR and Tahmassebi, AH and Banzhaf, WOLFGANG and Gandomi, A},\n  title   = {Evolutionary Machine Learning: A Survey},\n  issue   = {1},\n  pages   = {161:1-35},\n  volume  = {54},\n  journal = {ACM Computing Surveys},\n  year    = {2021},\n}\n\n\n\n\n\n\n\n
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\n  \n 2020\n \n \n (21)\n \n \n
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\n \n\n \n \n \n \n \n ARJA: Automated repair of JAVA programs via multi-objective genetic programming.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n IEEE Transactions on Software Engineering, 46(10): 1040 - 1067. 2020.\n \n\n\n\n
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@article{yuan2020arja,\n  title={ARJA: Automated repair of JAVA programs via multi-objective genetic programming},\n  author={Yuan, Yuan and Banzhaf, Wolfgang},\n  journal={IEEE Transactions on Software Engineering},\n  volume={46},\n  number={10},\n  pages={1040 - 1067},\n  year={2020},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A network perspective on genotype-phenotype mapping in genetic programming.\n \n \n \n\n\n \n Hu, T.; Tomassini, M.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 21(3): 375 - 397. 2020.\n \n\n\n\n
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@article{hu2020network,\n  title={A network perspective on genotype-phenotype mapping in genetic programming},\n  author={Hu, Ting and Tomassini, Marco and Banzhaf, Wolfgang},\n  journal={Genetic Programming and Evolvable Machines},\n  volume={21},\n  number={3},\n  pages={375 - 397},\n  year={2020},\n  publisher={Springer US}\n}\n\n
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\n \n\n \n \n \n \n \n Toward better evolutionary program repair: An integrated approach.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n ACM Transactions on Software Engineering and Methodology (TOSEM), 29(1): 1 - 53. 2020.\n \n\n\n\n
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@article{yuan2020toward,\n  title={Toward better evolutionary program repair: An integrated approach},\n  author={Yuan, Yuan and Banzhaf, Wolfgang},\n  journal={ACM Transactions on Software Engineering and Methodology (TOSEM)},\n  volume={29},\n  number={1},\n  pages={1 - 53},\n  year={2020},\n  publisher={ACM New York, NY, USA}\n}\n\n
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\n \n\n \n \n \n \n \n Time and individual duration in genetic programming.\n \n \n \n\n\n \n de Vega, F. F.; Olague, G.; Lanza, D.; Banzhaf, W.; Goodman, E.; Menendez-Clavijo, J.; Martinez, A.; and others\n\n\n \n\n\n\n IEEE Access, 8: 38692 - 38713. 2020.\n \n\n\n\n
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@article{de2020time,\n  title={Time and individual duration in genetic programming},\n  author={de Vega, Francisco Fernandez and Olague, Gustavo and Lanza, Daniel and Banzhaf, Wolfgang and Goodman, Erik and Menendez-Clavijo, Jose and Martinez, Axel and others},\n  journal={IEEE Access},\n  volume={8},\n  pages={38692 - 38713},\n  year={2020},\n  publisher={IEEE}\n}\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n A modular memory framework for time series prediction.\n \n \n \n\n\n \n Kelly, S.; Newsted, J.; Banzhaf, W.; and Gondro, C.\n\n\n \n\n\n\n In Proceedings of the 2020 Genetic and Evolutionary Computation Conference, pages 949 - 957, 2020. \n \n\n\n\n
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@inproceedings{kelly2020modular,\n  title={A modular memory framework for time series prediction},\n  author={Kelly, Stephen and Newsted, Jacob and Banzhaf, Wolfgang and Gondro, Cedric},\n  booktitle={Proceedings of the 2020 Genetic and Evolutionary Computation Conference},\n  pages={949 - 957},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Evolution in Action: Past, Present and Future.\n \n \n \n\n\n \n Banzhaf, W.; Cheng, B. H.; Deb, K.; Holekamp, K. E; Lenski, R. E; Ofria, C.; Pennock, R. T; Punch, W. F; and Whittaker, D. J,\n editors.\n \n\n\n \n\n\n\n 2020.\n \n\n\n\n
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@Collection{banzhaf2020evolution,\n  editor    = {Banzhaf, Wolfgang and Cheng, Betty HC and Deb, Kalyanmoy and Holekamp, Kay E and Lenski, Richard E and Ofria, Charles and Pennock, Robert T and Punch, William F and Whittaker, Danielle J},\n  title     = {Evolution in Action: Past, Present and Future},\n  publisher = {Springer, Cham, Switzerland},\n  series    = {Genetic and Evolutionary Computation},\n  year      = {2020},\n}\n\n
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\n \n\n \n \n \n \n \n Making better use of repair templates in automated program repair: A multi-objective approach.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Cheng, B. H.; Deb, K.; Holekamp, K. E; Lenski, R. E; Ofria, C.; Pennock, R. T; Punch, W. F; and Whittaker, D. J, editor(s), Evolution in Action: Past, Present and Future, pages 385 - 407. Springer, Cham, 2020.\n \n\n\n\n
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@incollection{yuan2020making,\n  title={Making better use of repair templates in automated program repair: A multi-objective approach},\n  author={Yuan, Yuan and Banzhaf, Wolfgang},\n  booktitle={Evolution in Action: Past, Present and Future},\n  editor={Banzhaf, Wolfgang and Cheng, Betty HC and Deb, Kalyanmoy and Holekamp, Kay E and Lenski, Richard E and Ofria, Charles and Pennock, Robert T and Punch, William F and Whittaker, Danielle J},\n  pages={385 - 407},\n  year={2020},\n  publisher={Springer, Cham}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n NSGANetV2: Evolutionary multi-objective surrogate-assisted neural architecture search.\n \n \n \n\n\n \n Lu, Z.; Deb, K.; Goodman, E.; Banzhaf, W.; and Boddeti, V. N.\n\n\n \n\n\n\n In European Conference on Computer Vision ECCV-2020, LNCS, volume 12346, pages 35 - 51, 2020. \n \n\n\n\n
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@inproceedings{lu2020nsganetv2,\n  title={NSGANetV2: Evolutionary multi-objective surrogate-assisted neural architecture search},\n  author={Lu, Zhichao and Deb, Kalyanmoy and Goodman, Erik and Banzhaf, Wolfgang and Boddeti, Vishnu Naresh},\n  booktitle={European Conference on Computer Vision ECCV-2020, LNCS},\n  volume={12346},\n  pages={35 - 51},\n  year={2020}\n}\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming Theory and Practice XVII.\n \n \n \n\n\n \n Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B.,\n editors.\n \n\n\n \n\n\n\n 2020.\n \n\n\n\n
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@Collection{gptp2019,\n  editor    = {Banzhaf, Wolfgang and Goodman, Erik and Sheneman, Leigh and Trujillo, Leonardo and Worzel, Bill},\n  title     = {Genetic Programming Theory and Practice XVII},\n  pages     = {234pp},\n  publisher = {Springer, Cham, Switzerland},\n  series    = {Genetic and Evolutionary Computation},\n  year      = {2020},\n}\n\n
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\n \n\n \n \n \n \n \n Putting Natural Time into Science.\n \n \n \n\n\n \n White, R.; and Banzhaf, W.\n\n\n \n\n\n\n In From Astrophysics to Unconventional Computation, pages 1 - 21. Springer, Cham, 2020.\n \n\n\n\n
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@InCollection{white2020putting,\n  author    = {White, Roger and Banzhaf, Wolfgang},\n  title     = {Putting Natural Time into Science},\n  booktitle = {From Astrophysics to Unconventional Computation},\n  year      = {2020},\n  publisher = {Springer, Cham},\n  pages     = {1 - 21},\n  editors   = {Adamatzky, A. and Kendon, V.},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n The Effects of Taxes on Wealth Inequality in Artificial Chemistry Models of Economic Activity.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:2007.02934. 2020.\n \n\n\n\n
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@Article{banzhaf2020wealth,\n  author    = {Banzhaf, W.},\n  title     = {The Effects of Taxes on Wealth Inequality in Artificial Chemistry Models of Economic Activity},\n  journal   = {arXiv preprint arXiv:2007.02934},\n  year      = {2020},\n  owner     = {banzhaf},\n  timestamp = {2020.07.09},\n}\n\n
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\n \n\n \n \n \n \n \n Evolving SNP Panels for Genomic Prediction.\n \n \n \n\n\n \n Whalen, I.; Gondro, C.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Cheng, B.; Deb, K.; Holekamp, K.; Lenski, R.; Ofria, C.; Pennock, R.; Punch, W.; and Whittaker, D., editor(s), Evolution in Action - Past, Present and Future: A Festschrift for Erik Goodman, pages 467 - 487. Springer, Cham, Switzerland, 2020.\n \n\n\n\n
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@InCollection{whalen2020evolving,\n  author    = {I. Whalen and C. Gondro and W. Banzhaf},\n  title     = {Evolving SNP Panels for Genomic Prediction},\n  booktitle = {Evolution in Action - Past, Present and Future: A Festschrift for Erik Goodman},\n  year      = {2020},\n  editor    = {W. Banzhaf and B.H.C. Cheng and K. Deb and K.E. Holekamp and R.E. Lenski and C. Ofria and R.T. Pennock and W.F. Punch and D.J. Whittaker},\n  publisher = {Springer, Cham, Switzerland},\n  pages     = {467 - 487},\n  owner     = {banzhaf},\n  timestamp = {2020.07.09},\n}\n\n
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\n \n\n \n \n \n \n \n Making Better Use of Repair Templates in Automated Program Repair: A Multi-Objective Approach.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Cheng, B.; Deb, K.; Holekamp, K.; Lenski, R.; Ofria, C.; Pennock, R.; Punch, W.; and Whittaker, D., editor(s), Evolution in Action - Past, Present and Future: A Festschrift for ErikGoodman, pages 485 - 507. Springer, Cham, Switzerland, 2020.\n \n\n\n\n
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@InCollection{yuan2020repair,\n  author    = {Y. Yuan and W. Banzhaf},\n  title     = {Making Better Use of Repair Templates in Automated Program Repair: A Multi-Objective Approach},\n  booktitle = {Evolution in Action - Past, Present and Future: A Festschrift for ErikGoodman},\n  year      = {2020},\n  editor    = {W. Banzhaf and B.H.C. Cheng and K. Deb and K.E. Holekamp and R.E. Lenski and C. Ofria and R.T. Pennock and W.F. Punch and D.J. Whittaker},\n  publisher = {Springer, Cham, Switzerland},\n  pages     = {485 - 507},\n  owner     = {banzhaf},\n  timestamp = {2020.07.09},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic Programming Theory and Practice XVII.\n \n \n \n\n\n \n Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B.,\n editors.\n \n\n\n \n\n\n\n 2020.\n \n\n\n\n
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@Collection{banzhaf2020gptp17,\n  editor    = {W. Banzhaf and E. Goodman and L. Sheneman and L. Trujillo and B. Worzel},\n  title     = {Genetic Programming Theory and Practice XVII},\n  year      = {2020},\n  publisher = {Springer, Cham, Switzerland},\n  owner     = {banzhaf},\n  timestamp = {2020.07.09},\n}\n\n
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\n \n\n \n \n \n \n \n Evolution in Action - Past, Present and Future: A Festschrift for Erik Goodman.\n \n \n \n\n\n \n Banzhaf, W.; Cheng, B.; Deb, K.; Holekamp, K.; Lenski, R.; Ofria, C.; Pennock, R.; Punch, W.; and Whittaker, D.,\n editors.\n \n\n\n \n\n\n\n 2020.\n \n\n\n\n
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@Collection{banzhaf2020festschrift,\n  editor    = {W. Banzhaf and B.H.C. Cheng and K. Deb and K.E. Holekamp and R.E. Lenski and C. Ofria and R.T. Pennock and W.F. Punch and D.J. Whittaker},\n  title     = {Evolution in Action - Past, Present and Future: A Festschrift for Erik Goodman},\n  year      = {2020},\n  publisher = {Springer, Cham, Switzerland},\n  owner     = {banzhaf},\n  timestamp = {2020.07.09},\n}\n\n\n
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\n \n\n \n \n \n \n \n It is time for new perspectives on how to fight bloat in GP.\n \n \n \n\n\n \n de Vega, F. F.; Olague, G.; Chavez, F.; Lanza, D.; Banzhaf, W.; and Goodman, E.\n\n\n \n\n\n\n In Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B., editor(s), Genetic Programming Theory and Practice XVII, pages 25 - 38. Springer, Cham, 2020.\n \n\n\n\n
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@InCollection{Vega2020,\n  author    = {de Vega, Francisco Fernandez and Olague, Gustavo and Chavez, Francisco and Lanza, Daniel and Banzhaf, Wolfgang and Goodman, Erik},\n  title     = {It is time for new perspectives on how to fight bloat in GP},\n  booktitle = {Genetic Programming Theory and Practice XVII},\n  year      = {2020},\n  editor    = {W. Banzhaf and E. Goodman and L. Sheneman and L. Trujillo and B. Worzel},\n  publisher = {Springer, Cham},\n  pages     = {25 - 38},\n}\n\n
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\n \n\n \n \n \n \n \n An Evolutionary System for Better Automatic Software Repair.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B., editor(s), Genetic Programming Theory and Practice XVII, pages 383 - 406. Springer, Cham, 2020.\n \n\n\n\n
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@InCollection{yuan2020evolutionary,\n  author    = {Yuan, Yuan and Banzhaf, Wolfgang},\n  title     = {An Evolutionary System for Better Automatic Software Repair},\n  booktitle = {Genetic Programming Theory and Practice XVII},\n  year      = {2020},\n  editor    = {W. Banzhaf and E. Goodman and L. Sheneman and L. Trujillo and B. Worzel},\n  publisher = {Springer, Cham},\n  pages     = {383 - 406},\n}\n\n
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\n \n\n \n \n \n \n \n Modelling Genetic Programming as a Simple Sampling Algorithm.\n \n \n \n\n\n \n White, D. R; Fowler, B.; Banzhaf, W.; and Barr, E. T\n\n\n \n\n\n\n In Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B., editor(s), Genetic Programming Theory and Practice XVII, pages 367 - 381. Springer, Cham, 2020.\n \n\n\n\n
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@InCollection{white2020modelling,\n  author    = {White, David R and Fowler, Benjamin and Banzhaf, Wolfgang and Barr, Earl T},\n  title     = {Modelling Genetic Programming as a Simple Sampling Algorithm},\n  booktitle = {Genetic Programming Theory and Practice XVII},\n  year      = {2020},\n  editor    = {W. Banzhaf and E. Goodman and L. Sheneman and L. Trujillo and B. Worzel},\n  publisher = {Springer, Cham},\n  pages     = {367 - 381},\n}\n\n
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\n \n\n \n \n \n \n \n It is Time for New Perspectives on How to Fight Bloat in GP.\n \n \n \n\n\n \n Fernandez de Vega, F.; Olague, G.; Chavez, F.; Lanza, D.; Banzhaf, W.; and Goodman, E.\n\n\n \n\n\n\n arXiv preprint arXiv:2005.00603. 2020.\n \n\n\n\n
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@Article{fernandez2020time,\n  author  = {Fernandez de Vega, Francisco and Olague, Gustavo and Chavez, Francisco and Lanza, Daniel and Banzhaf, Wolfgang and Goodman, Erik},\n  title   = {It is Time for New Perspectives on How to Fight Bloat in GP},\n  journal = {arXiv preprint arXiv:2005.00603},\n  year    = {2020},\n}\n\n
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\n \n\n \n \n \n \n \n Temporal memory sharing in visual reinforcement learning.\n \n \n \n\n\n \n Kelly, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Goodman, E.; Sheneman, L.; Trujillo, L.; and Worzel, B., editor(s), Genetic Programming Theory and Practice XVII, pages 101 - 119. Springer, Cham, 2020.\n \n\n\n\n
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@InCollection{kelly2020temporal,\n  author    = {Kelly, Stephen and Banzhaf, Wolfgang},\n  title     = {Temporal memory sharing in visual reinforcement learning},\n  booktitle = {Genetic Programming Theory and Practice XVII},\n  year      = {2020},\n  editor    = {W. Banzhaf and E. Goodman and L. Sheneman and L. Trujillo and B. Worzel},\n  publisher = {Springer, Cham},\n  pages     = {101 - 119},\n}\n\n
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\n \n\n \n \n \n \n \n Neural Architecture Transfer.\n \n \n \n\n\n \n Lu, Z.; Sreekumar, G.; Goodman, E.; Banzhaf, W.; Deb, K.; and Boddeti, V. N.\n\n\n \n\n\n\n arXiv preprint arXiv:2005.05859. 2020.\n \n\n\n\n
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@article{lu2020neural,\n  title={Neural Architecture Transfer},\n  author={Lu, Zhichao and Sreekumar, Gautam and Goodman, Erik and Banzhaf, Wolfgang and Deb, Kalyanmoy and Boddeti, Vishnu Naresh},\n  journal={arXiv preprint arXiv:2005.05859},\n  year={2020}\n}\n\n\n\n\n\n\n\n\n\n
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\n  \n 2019\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n Complex Network Analysis of a Genetic Programming Phenotype Network.\n \n \n \n\n\n \n Hu, T.; Tomassini, M.; and Banzhaf, W.\n\n\n \n\n\n\n In European Conference on Genetic Programming, pages 49 - 63, 2019. Springer, Cham\n \n\n\n\n
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@InProceedings{hu2019complex,\n  author       = {Hu, Ting and Tomassini, Marco and Banzhaf, Wolfgang},\n  title        = {Complex Network Analysis of a Genetic Programming Phenotype Network},\n  booktitle    = {European Conference on Genetic Programming},\n  year         = {2019},\n  organization = {Springer, Cham},\n  pages        = {49 - 63},\n  owner        = {banzhaf},\n  timestamp    = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n An Intelligent Model for the Prediction of Bond Strength of FRP Bars in Concrete: A Soft Computing Approach.\n \n \n \n\n\n \n Bolandi, H.; Banzhaf, W.; Lajnef, N.; Barri, K.; and Alavi, A. H\n\n\n \n\n\n\n Technologies, 7(2): 42. 2019.\n \n\n\n\n
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@Article{olandi2019intelligent,\n  author    = {Bolandi, Hamed and Banzhaf, Wolfgang and Lajnef, Nizar and Barri, Kaveh and Alavi, Amir H},\n  title     = {An Intelligent Model for the Prediction of Bond Strength of FRP Bars in Concrete: A Soft Computing Approach},\n  journal   = {Technologies},\n  year      = {2019},\n  volume    = {7},\n  number    = {2},\n  pages     = {42},\n  doi       = {https://doi.org/10.3390/technologies7020042},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n Faster Genetic Programming GPquick via multicore and Advanced Vector Extensions.\n \n \n \n\n\n \n Langdon, W. B; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:1902.09215. 2019.\n \n\n\n\n
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@Article{langdon2019faster,\n  author    = {Langdon, William B and Banzhaf, Wolfgang},\n  title     = {Faster Genetic Programming GPquick via multicore and Advanced Vector Extensions},\n  journal   = {arXiv preprint arXiv:1902.09215},\n  year      = {2019},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n Batch Tournament Selection for Genetic Programming.\n \n \n \n\n\n \n Melo, V. V; Vargas, D. V.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:1904.08658. 2019.\n \n\n\n\n
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@Article{melo2019batch,\n  author    = {Melo, Vinicius V and Vargas, Danilo Vasconcellos and Banzhaf, Wolfgang},\n  title     = {Batch Tournament Selection for Genetic Programming},\n  journal   = {arXiv preprint arXiv:1904.08658},\n  year      = {2019},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic Programming Theory and Practice XVI (GPTP-XVI).\n \n \n \n\n\n \n Banzhaf, W.; Spector, L.; and Sheneman, L.,\n editors.\n \n\n\n \n\n\n\n 2019.\n \n\n\n\n
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@Collection{gptp-2019,\n  date      = {2020},\n  editor    = {W. Banzhaf and L. Spector and L. Sheneman},\n  title     = {Genetic Programming Theory and Practice XVI (GPTP-XVI)},\n  publisher = {Springer, Cham, Switzerland},\n  series    = {Genetic and Evolutionary Computation Series},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n  year      = {2019},\n}\n\n
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\n \n\n \n \n \n \n \n Bond strength prediction of FRP-bar reinforced concrete: a multi-gene genetic programming approach.\n \n \n \n\n\n \n Bolandi, H.; Banzhaf, W.; Lajnef, N.; Barri, K.; and Alavi, A. H\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 364, 2019. ACM Press\n \n\n\n\n
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@InProceedings{bolandi2019,\n  author    = {Hamed Bolandi and Wolfgang Banzhaf and Nizar Lajnef and Kaveh Barri and Amir H Alavi},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},\n  title     = {Bond strength prediction of FRP-bar reinforced concrete: a multi-gene genetic programming approach},\n  pages     = {364},\n  publisher = {ACM Press},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n  year      = {2019},\n}\n\n
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\n \n\n \n \n \n \n \n A hybrid evolutionary system for automatic software repair.\n \n \n \n\n\n \n Yuan, Y.; and Banzhaf, W.\n\n\n \n\n\n\n 2019.\n \n\n\n\n
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@Conference{yuan2019Gecco,\n  author    = {Yuan Yuan and Wolfgang Banzhaf},\n  title     = {A hybrid evolutionary system for automatic software repair},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, 2019},\n  year      = {2019},\n  editor    = {A. Auger and T. Stuetzle},\n  publisher = {ACM Press},\n  pages     = {1417-1425},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n NSGA-Net: neural architecture search using multi-objective genetic Algorithm.\n \n \n \n\n\n \n Lu, Z.; Whalen, I.; Boddeti, V.; Dhebar, Y.; Deb, K.; Goodman, E.; and Banzhaf, W.\n\n\n \n\n\n\n 2019.\n \n\n\n\n
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@Conference{Lu2019Gecco,\n  author    = {Zhichao Lu and Ian Whalen and Vishnu Boddeti and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf},\n  title     = {NSGA-Net: neural architecture search using multi-objective genetic Algorithm},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n  year      = {2019},\n  editor    = {A. Auger and T. Stuetzle},\n  publisher = {ACM Press},\n  pages     = {419-427},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Batch Tournament Selection for Genetic Programming.\n \n \n \n\n\n \n Melo, V.; Vargas, D; and Banzhaf, W\n\n\n \n\n\n\n 2019.\n \n\n\n\n
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@Conference{Melo2019Gecoo,\n  author    = {VV Melo and D Vargas and W Banzhaf},\n  title     = {Batch Tournament Selection for Genetic Programming},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation - GECCO 2019, Prague, Czech Republic},\n  year      = {2019},\n  publisher = {ACM Press},\n  pages     = {994-1002},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Continuous long-term evolution of genetic programming.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n 2019.\n \n\n\n\n
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@Conference{langdon2019AL,\n  author    = {W.B. Langdon and W. Banzhaf},\n  title     = {Continuous long-term evolution of genetic programming},\n  booktitle = {The 2019 Conference on Artificial Life: A Hybrid of the European Conference on Artificial Life (ECAL) and the International Conference on the Synthesis and Simulation of Living Systems (ALIFE)},\n  year      = {2019},\n  publisher = {MIT Press},\n  pages     = {388-395},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Prediction of normalized signal strength on DNA-sequencing microarrays by n-grams within a neural network model.\n \n \n \n\n\n \n Chilaka, C; Carr, S; Shalaby, N; and Banzhaf, W\n\n\n \n\n\n\n Bioinformation, 15(6): 388-393. 2019.\n \n\n\n\n
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@Article{chilaka2019,\n  author    = {C Chilaka and S Carr and N Shalaby and W Banzhaf},\n  title     = {Prediction of normalized signal strength on DNA-sequencing microarrays by n-grams within a neural network model},\n  journal   = {Bioinformation},\n  year      = {2019},\n  volume    = {15},\n  number    = {6},\n  pages     = {388-393},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks.\n \n \n \n\n\n \n Lu, Z; Whalen, I; Dhebar, Y; Deb, K; Goodman, E; Banzhaf, W; and Boddeti, V.\n\n\n \n\n\n\n arXiv preprint arXiv:1912.01369. 2019.\n \n\n\n\n
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@Article{Lu2019Arx,\n  author    = {Z Lu and I Whalen and Y Dhebar and K Deb and E Goodman and W Banzhaf and VN Boddeti},\n  title     = {Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks},\n  journal   = {arXiv preprint arXiv:1912.01369},\n  year      = {2019},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Evolutionary Computation.\n \n \n \n\n\n \n Banzhaf, W.; and Hu, T.\n\n\n \n\n\n\n In Futuyama, D. J., editor(s), Oxford Bibliographies Evolutionary Biology. OUP, 2019.\n \n\n\n\n
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@InCollection{banzhaf2019,\n  author    = {W. Banzhaf and T. Hu},\n  title     = {Evolutionary Computation},\n  booktitle = {Oxford Bibliographies Evolutionary Biology},\n  year      = {2019},\n  editor    = {Douglas J. Futuyama},\n  publisher = {OUP},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic Programming Theory and Practice XV (GPTP-XV).\n \n \n \n\n\n \n Banzhaf, W.; Olson, R.; Tozier, W.; and Riolo, R.,\n editors.\n \n\n\n \n\n\n\n 2018.\n \n\n\n\n
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@Collection{gptp-15,\n  editor    = {W. Banzhaf and R.S. Olson and W. Tozier and R. Riolo},\n  title     = {Genetic Programming Theory and Practice XV (GPTP-XV)},\n  pages     = {187pp},\n  publisher = {Springer, Cham, Switzerland},\n  series    = {Genetic and Evolutionary Computation Series},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n  year      = {2018},\n}\n\n
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\n \n\n \n \n \n \n \n Automatic feature engineering for regression modelswith machine learning: An evolutionary computation and statistics hybrid.\n \n \n \n\n\n \n de Melo, V.; and Banzhaf, W.\n\n\n \n\n\n\n InformationSciences, 430-431: 287 - 313. 2018.\n \n\n\n\n
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@Article{deMelo2018,\n  author    = {V. de Melo and W. Banzhaf},\n  title     = {Automatic feature engineering for regression modelswith machine learning: An evolutionary computation and statistics hybrid},\n  journal   = {InformationSciences},\n  year      = {2018},\n  volume    = {430-431},\n  pages     = {287 - 313},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization.\n \n \n \n\n\n \n de Melo, V.; and Banzhaf, W.\n\n\n \n\n\n\n Neural Computing and Applications, 30: 3117 - 3144. 2018.\n \n\n\n\n
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@Article{deMelo2017,\n  author    = {V. de Melo and W. Banzhaf},\n  title     = {Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization},\n  journal   = {Neural Computing and Applications},\n  year      = {2018},\n  volume    = {30},\n  pages     = {3117 - 3144},\n  doi       = {10.1007/s00521-017-2881-3},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Applying Ecological Principles to Genetic Programming.\n \n \n \n\n\n \n Dolson, E.; Banzhaf, W.; and Ofria, C.\n\n\n \n\n\n\n In Banzhaf, W.; Olson, R.; Tozier, W.; and Riolo, R., editor(s), Genetic Programming Theory and Practice XV (GPTP-XV), pages 73 - 88. Springer, Cham, Switzerland, 2018.\n \n\n\n\n
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@InCollection{dolson2018,\n  author    = {E. Dolson and W. Banzhaf and C. Ofria},\n  title     = {Applying Ecological Principles to Genetic Programming},\n  booktitle = {Genetic Programming Theory and Practice XV (GPTP-XV)},\n  year      = {2018},\n  editor    = {W. Banzhaf and R.S. Olson and W. Tozier and R. Riolo},\n  publisher = {Springer, Cham, Switzerland},\n  pages     = {73 - 88},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Some Remarks on Code Evolution with Genetic Programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Stepney, S.; and Adamatzky, A., editor(s), Inspired by Nature, Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday, pages 145 - 156. Springer, Cham, Switzerland, 2018.\n \n\n\n\n
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@InCollection{banzhaf2018,\n  author    = {W. Banzhaf},\n  title     = {Some Remarks on Code Evolution with Genetic Programming},\n  booktitle = {Inspired by Nature, Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday},\n  year      = {2018},\n  editor    = {S. Stepney and A. Adamatzky},\n  publisher = {Springer, Cham, Switzerland},\n  pages     = {145 - 156},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Learning an evolvable genotype-phenotype mapping.\n \n \n \n\n\n \n Moreno, M.; Banzhaf, W.; and Ofria, C.\n\n\n \n\n\n\n In Aguirre, H.; Takamada, K.; and et al. , editor(s), Proceedings of the Genetic and Evolutionary Computation - GECCO 2018, Kyoto, Japan, pages 983 - 990, 2018. ACM Press\n \n\n\n\n
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@InProceedings{moreno2018,\n  author    = {M. Moreno and W. Banzhaf and C. Ofria},\n  title     = {Learning an evolvable genotype-phenotype mapping},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation - GECCO 2018, Kyoto, Japan},\n  year      = {2018},\n  editor    = {H. Aguirre and K. Takamada and et al.},\n  publisher = {ACM Press},\n  pages     = {983 - 990},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Evolution of Cooperation through Genetic Collective Learning and Imitation in Multiagent Societies.\n \n \n \n\n\n \n Bao, H.; Wuyun, Q.; and Banzhaf, W.\n\n\n \n\n\n\n In Ikegami, T.; Virgo, N.; Witkowski, O.; Oka, M.; Suzuki, R.; and Iizuka, H., editor(s), Proceedings of ALIFE XVI, Tokyo, Japan, pages 436 - 443, 2018. MIT Press\n \n\n\n\n
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@InProceedings{bao2018,\n  author    = {H. Bao and Q. Wuyun and W. Banzhaf},\n  title     = {Evolution of Cooperation through Genetic Collective Learning and Imitation in Multiagent Societies},\n  booktitle = {Proceedings of ALIFE XVI, Tokyo, Japan},\n  year      = {2018},\n  editor    = {T. Ikegami and N. Virgo and O. Witkowski and M. Oka and R. Suzuki and H. Iizuka},\n  publisher = {MIT Press},\n  pages     = {436 - 443},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Neutrality, Robustness, and Evolvability in Genetic Programming.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Riolo, R.; Worzel, B.; Goldman, B.; and Tozier, B., editor(s), Genetic Programming in Theory and Practice XIV (GPTP-XIV), pages 101 - 117. Springer, Cham, Switzerland, 2018.\n \n\n\n\n
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@InCollection{hu2018,\n  author    = {T. Hu and W. Banzhaf},\n  title     = {Neutrality, Robustness, and Evolvability in Genetic Programming},\n  booktitle = {Genetic Programming in Theory and Practice XIV (GPTP-XIV)},\n  year      = {2018},\n  editor    = {R. Riolo and B. Worzel and B. Goldman and B. Tozier},\n  publisher = {Springer, Cham, Switzerland},\n  pages     = {101 - 117},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Gene Regulatory NetworksA Review.\n \n \n \n\n\n \n Cussat-Blanc, S.; Harrington, K.; and Banzhaf, W.\n\n\n \n\n\n\n Artificial Life, 24(4): 296 - 328. 2018.\n \n\n\n\n
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@Article{cussat2018artificial,\n  author    = {Cussat-Blanc, Sylvain and Harrington, Kyle and Banzhaf, Wolfgang},\n  title     = {Artificial Gene Regulatory NetworksA Review},\n  journal   = {Artificial Life},\n  year      = {2018},\n  volume    = {24},\n  number    = {4},\n  pages     = {296 - 328},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n \n\n \n \n \n \n \n NSGA-NET: a multi-objective genetic algorithm for neural architecture search.\n \n \n \n\n\n \n Lu, Z.; Whalen, I.; Boddeti, V.; Dhebar, Y.; Deb, K.; Goodman, E.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:1810.03522. 2018.\n \n\n\n\n
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@Article{lu2018nsga,\n  author    = {Lu, Zhichao and Whalen, Ian and Boddeti, Vishnu and Dhebar, Yashesh and Deb, Kalyanmoy and Goodman, Erik and Banzhaf, Wolfgang},\n  title     = {NSGA-NET: a multi-objective genetic algorithm for neural architecture search},\n  journal   = {arXiv preprint arXiv:1810.03522},\n  year      = {2018},\n  owner     = {banzhaf},\n  timestamp = {2019.06.11},\n}\n\n
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\n  \n 2017\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n Use of a neural network to predict normalized signal strengths from a DNA sequencing microarray.\n \n \n \n\n\n \n Chilaka, C.; Carr, S.; Shalaby, N.; and Banzhaf, W.\n\n\n \n\n\n\n Bioinformation, 13: 313 - 317. 2017.\n \n\n\n\n
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@Article{chilaka2017,\n  author    = {C. Chilaka and S. Carr and N. Shalaby and W. Banzhaf},\n  title     = {Use of a neural network to predict normalized signal strengths from a DNA sequencing microarray},\n  journal   = {Bioinformation},\n  year      = {2017},\n  volume    = {13},\n  pages     = {313 - 317},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing.\n \n \n \n\n\n \n de Melo, V.; and Banzhaf, W.\n\n\n \n\n\n\n Neurocomputing, 246: 25 - 44. 2017.\n \n\n\n\n
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@Article{deMelo2017neuro,\n  author    = {V. de Melo and W. Banzhaf},\n  title     = {Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing},\n  journal   = {Neurocomputing},\n  year      = {2017},\n  volume    = {246},\n  pages     = {25 - 44},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Evolving Adaptive Traffic Signal Controllers for a Real Scenario Using Genetic Programming with an Epigenetic Mechanism.\n \n \n \n\n\n \n Ricalde, E.; and Banzhaf, W.\n\n\n \n\n\n\n In 16th IEEE International Conference on Machine Learning and Applications (ICMLA-2017), pages 897 - 902, 2017. IEEE Press\n \n\n\n\n
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@InProceedings{ricalde2017,\n  author    = {E. Ricalde and W. Banzhaf},\n  title     = {Evolving Adaptive Traffic Signal Controllers for a Real Scenario Using Genetic Programming with an Epigenetic Mechanism},\n  booktitle = {16th IEEE International Conference on Machine Learning and Applications (ICMLA-2017)},\n  year      = {2017},\n  publisher = {IEEE Press},\n  pages     = {897 - 902},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n A hybrid genetic programming decision making systemfor RoboCup soccer simulation.\n \n \n \n\n\n \n Tafavi, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation- GECCO 2017, Berlin, Germany, pages 1025 - 1032, 2017. ACM Press\n \n\n\n\n
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@InProceedings{tafavi2017,\n  author    = {A. Tafavi and W. Banzhaf},\n  title     = {A hybrid genetic programming decision making systemfor RoboCup soccer simulation},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation- GECCO 2017, Berlin, Germany},\n  year      = {2017},\n  publisher = {ACM Press},\n  pages     = {1025 - 1032},\n  owner     = {banzhaf},\n  timestamp = {2018.12.05},\n}\n\n
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\n \n\n \n \n \n \n \n Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization.\n \n \n \n\n\n \n de Melo, V. V.; and Banzhaf, W.\n\n\n \n\n\n\n arXiv preprint arXiv:1703.04561. 2017.\n \n\n\n\n
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@Article{Melo2017,\n  author    = {de Melo, V. V. and W. Banzhaf},\n  title     = {Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization},\n  journal   = {arXiv preprint arXiv:1703.04561},\n  year      = {2017},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n  \n 2016\n \n \n (10)\n \n \n
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\n \n\n \n \n \n \n \n Defining and Simulating Open-Ended Novelty: Requirements, Guidelines, and Challenges.\n \n \n \n\n\n \n Banzhaf, W.; Baumgaertner, B.; Beslon, G.; Doursat, R.; Foster, J.; McMullin, B.; de Melo, V.; Miconi, T.; Spector, L.; Stepney, S.; and White, R.\n\n\n \n\n\n\n Theory in Biosciences, 135: 131 - 161. 2016.\n \n\n\n\n
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@Article{banzhaf2016TheoryinBio,\n  author    = {W. Banzhaf and B. Baumgaertner and G. Beslon and R. Doursat and J.A. Foster and B. McMullin and V.V. de Melo and T. Miconi and L. Spector and S. Stepney and R. White},\n  title     = {Defining and Simulating Open-Ended Novelty: Requirements, Guidelines, and Challenges},\n  year      = {2016},\n  volume    = {135},\n  pages     = {131 - 161},\n  journal   = {Theory in Biosciences},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantitative Analysis of Evolvability Using Vertex Centralities in Phenotype Network.\n \n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Friedrich, T.; Neumann, F.; and et al. , editor(s), Proceedings of the Genetic and Evolutionary Computation Conference 2016, of GECCO '16, pages 733 - 740, New York, NY, USA, 2016. ACM\n \n\n\n\n
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@InProceedings{hu2016QAE,\n  author    = {Hu, Ting and Banzhaf, Wolfgang},\n  title     = {Quantitative Analysis of Evolvability Using Vertex Centralities in Phenotype Network},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference 2016},\n  year      = {2016},\n  editor    = {Tobias Friedrich and Frank Neumann and et al.},\n  series    = {GECCO '16},\n  publisher = {ACM},\n  location  = {Denver, Colorado, USA},\n  isbn      = {978-1-4503-4206-3},\n  pages     = {733 - 740},\n  doi       = {10.1145/2908812.2908940},\n  url       = {http://doi.acm.org/10.1145/2908812.2908940},\n  address   = {New York, NY, USA},\n  numpages  = {8},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Open-Ended Evolution: Perspectives from the OEE Workshop in York.\n \n \n \n\n\n \n Taylor, T.; Bedau, M.; Channon, A.; Ackley, D.; Banzhaf, W.; Beslon, G.; Dolson, E.; Froese, T.; Hickinbotham, S.; Ikegami, T.; McMullin, B.; Packard, N.; Rasmussen, S.; Virgo, N.; Agmon, E.; Clark, E.; McGregor, S.; Ofria, C.; Ropella, G.; Spector, L.; Stanley, K.; Stanton, A.; Timperley, C.; Vostinar, A.; and Wise, M.\n\n\n \n\n\n\n Artificial Life, 22: 408 - 423. 2016.\n \n\n\n\n
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@Article{taylor2016,\n  author    = {T. Taylor and M. Bedau and A. Channon and D. Ackley and W. Banzhaf and G. Beslon and E. Dolson and T. Froese and S. Hickinbotham and T. Ikegami and B. McMullin and N. Packard and S. Rasmussen and N. Virgo and E. Agmon and E. Clark and S. McGregor and C. Ofria and G. Ropella and L. Spector and K.O. Stanley and A. Stanton and C. Timperley and A. Vostinar and M. Wise},\n  title     = {Open-Ended Evolution: Perspectives from the OEE Workshop in York},\n  year      = {2016},\n  volume    = {22},\n  pages     = {408 - 423},\n  journal   = {Artificial Life},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n
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\n \n\n \n \n \n \n \n \n Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search.\n \n \n \n \n\n\n \n Wang, Y.; Qian, Y.; Li, Y.; Gong, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Friedrich, T.; Neumann, F.; and et al. , editor(s), Proceedings of the Genetic and Evolutionary Computation Conference 2016, of GECCO '16, pages 1037 - 1044, New York, NY, USA, 2016. ACM\n \n\n\n\n
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@InProceedings{wang2016AMA,\n  author    = {Wang, Yunhai and Qian, Yiming and Li, Yang and Gong, Minglun and Banzhaf, Wolfgang},\n  title     = {Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference 2016},\n  year      = {2016},\n  editor    = {Tobias Friedrich and Frank Neumann and et al.},\n  series    = {GECCO '16},\n  publisher = {ACM},\n  location  = {Denver, Colorado, USA},\n  isbn      = {978-1-4503-4206-3},\n  pages     = {1037 - 1044},\n  doi       = {10.1145/2908812.2908835},\n  url       = {http://doi.acm.org/10.1145/2908812.2908835},\n  address   = {New York, NY, USA},\n  numpages  = {8},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n New Fuzzy-Rough Hybrid Merit to Feature Selection.\n \n \n \n\n\n \n Anaraki, J. R.; Samet, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Peters, J.; and Skowron, A., editor(s), Transactions on Rough Sets XX, volume LNCS 10020, pages 1 - 23. Springer, 2016.\n \n\n\n\n
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@InCollection{anaraki2016,\n  author    = {Javad R. Anaraki and Saeed Samet and Wolfgang Banzhaf},\n  title     = {New Fuzzy-Rough Hybrid Merit to Feature Selection},\n  booktitle = {Transactions on Rough Sets XX},\n  year      = {2016},\n  editor    = {J.F. Peters and A. Skowron},\n  volume    = {LNCS 10020},\n  publisher = {Springer},\n  pages     = {1 - 23},\n  owner     = {banzhaf},\n  timestamp = {2017.01.23},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Kaizen Programming for Feature Construction for Classification.\n \n \n \n\n\n \n de Melo, V. V.; and Banzhaf, W.\n\n\n \n\n\n\n In Riolo, R.; Worzel, W.; Kotanchek, M.; and Kordon, A., editor(s), Genetic Programming - Theory and Practice XIII, pages 39 - 57. Springer, 2016.\n \n\n\n\n
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@InCollection{melo2016,\n  author    = {Vinicius Veloso de Melo and Wolfgang Banzhaf},\n  title     = {Kaizen Programming for Feature Construction for Classification},\n  booktitle = {Genetic Programming - Theory and Practice XIII},\n  year      = {2016},\n  editor    = {R. Riolo and W.P. Worzel and M. Kotanchek and A. Kordon},\n  publisher = {Springer},\n  pages     = {39 - 57},\n  owner     = {banzhaf},\n  timestamp = {2017.01.23},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Human recognition through walking styles by multiwavelet transform.\n \n \n \n\n\n \n Kazemi, F.; Banzhaf, W.; and Gong, M.\n\n\n \n\n\n\n In Proc. 8th International Conference on Information and Knowledge Technology (IKT-2016), pages 47 - 53, 2016. IEEE Press\n \n\n\n\n
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@InProceedings{kazemi2016,\n  author    = {Farhad Kazemi and Wolfgang Banzhaf and Minglun Gong},\n  title     = {Human recognition through walking styles by multiwavelet transform},\n  booktitle = {Proc. 8th International Conference on Information and Knowledge Technology (IKT-2016)},\n  year      = {2016},\n  publisher = {IEEE Press},\n  pages     = {47 - 53},\n  owner     = {banzhaf},\n  timestamp = {2017.01.23},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A Genetic Programming Approach for the Traffic Signal Control Problem with Epigenetic Modifications.\n \n \n \n\n\n \n Ricalde, E.; and Banzhaf, W.\n\n\n \n\n\n\n In Heywood, M.; McDermott, J.; Castelli, M.; Costa, E.; and Sim, K., editor(s), Proceedings EuroGP 2016, Porto, Portugal, 2016, pages 133 - 148, 2016. Springer\n \n\n\n\n
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@InProceedings{ricalde2016,\n  author    = {Esteban Ricalde and Wolfgang Banzhaf},\n  title     = {A Genetic Programming Approach for the Traffic Signal Control Problem with Epigenetic Modifications},\n  booktitle = {Proceedings EuroGP 2016, Porto, Portugal, 2016},\n  year      = {2016},\n  editor    = {M.I. Heywood and J. McDermott and M. Castelli and E. Costa and K. Sim},\n  publisher = {Springer},\n  pages     = {133 - 148},\n  owner     = {banzhaf},\n  timestamp = {2017.01.24},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Modelling Evolvability in Genetic Programming.\n \n \n \n\n\n \n Fowler, B.; and Banzhaf, W.\n\n\n \n\n\n\n In Heywood, M.; McDermott, J.; Castelli, M.; Costa, E.; and Sim, K., editor(s), Proceedings EuroGP 2016, Porto, Portugal, 2016, pages 215 - 229, 2016. Springer\n \n\n\n\n
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@InProceedings{fowler2016,\n  author    = {Benjamin Fowler and Wolfgang Banzhaf},\n  title     = {Modelling Evolvability in Genetic Programming},\n  booktitle = {Proceedings EuroGP 2016, Porto, Portugal, 2016},\n  year      = {2016},\n  editor    = {M.I. Heywood and J. McDermott and M. Castelli and E. Costa and K. Sim},\n  publisher = {Springer},\n  pages     = {215 - 229},\n  owner     = {banzhaf},\n  timestamp = {2017.01.24},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming.\n \n \n \n\n\n \n de Melo, V. V.; and Banzhaf, W.\n\n\n \n\n\n\n 2016.\n \n\n\n\n
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@Conference{deMelo2016,\n  author    = {de Melo, V. V. and W. Banzhaf},\n  title     = {Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming},\n  booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion},\n  year      = {2016},\n  publisher = {ACM Press},\n  pages     = {61-62},\n  owner     = {banzhaf},\n  timestamp = {2020.01.18},\n}\n\n
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\n  \n 2015\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Artificial Chemistries.\n \n \n \n \n\n\n \n Banzhaf, W.; and Yamamoto, L.\n\n\n \n\n\n\n MIT Press, Cambridge, MA, 2015.\n \n\n\n\n
\n\n\n\n \n \n \"ArtificialPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@Book{banzhaf2015AC,\n  author    = {Banzhaf, W. and Yamamoto, L.},\n  title     = {Artificial Chemistries},\n  year      = {2015},\n  date      = {2015-08-21},\n  publisher = {MIT Press},\n  isbn      = {026202943X},\n  pagetotal = {576},\n  url       = {http://www.ebook.de/de/product/24022138/wolfgang_banzhaf_lidia_yamamoto_artificial_chemistries.html},\n  address   = {Cambridge, MA},\n  ean       = {9780262029438},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems.\n \n \n \n\n\n \n de Melo, V.; Banzhaf, W.; and Fowler, B.\n\n\n \n\n\n\n In Brazilian Conference on Intelligent Systems (BRACIS 2015), pages 25 - 30, 2015. IEEE Press\n \n\n\n\n
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@InProceedings{deMelo2015,\n  author    = {V. de Melo and W. Banzhaf and B. Fowler},\n  title     = {Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems},\n  booktitle = {Brazilian Conference on Intelligent Systems (BRACIS 2015)},\n  year      = {2015},\n  publisher = {IEEE Press},\n  pages     = {25 - 30},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Predicting high-performance concrete compressive strength using features constructed by Kaizen Programming.\n \n \n \n\n\n \n de Melo, V.; and Banzhaf, W.\n\n\n \n\n\n\n In Brazilian Conference on Intelligent Systems (BRACIS 2015), pages 80 - 85, 2015. IEEE Press\n \n\n\n\n
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@InProceedings{deMelo2015a,\n  author    = {V. de Melo and W. Banzhaf},\n  title     = {Predicting high-performance concrete compressive strength using features constructed by Kaizen Programming},\n  booktitle = {Brazilian Conference on Intelligent Systems (BRACIS 2015)},\n  year      = {2015},\n  publisher = {IEEE Press},\n  pages     = {80 - 85},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Machiavellian Agents: Player Modelling to Deceive and be Deceived.\n \n \n \n\n\n \n Watson, S.; Vardy, A.; Banzhaf, W.; and Wareham, T.\n\n\n \n\n\n\n In Computer Games: AI, Animation, Mobile, Multimedia, Educational and Serious Games (CGAMES 2015), pages 10 - 17, 2015. IEEE Press\n \n\n\n\n
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@InProceedings{watson2015,\n  author    = {S. Watson and A. Vardy and W. Banzhaf and T. Wareham},\n  title     = {Machiavellian Agents: Player Modelling to Deceive and be Deceived},\n  booktitle = {Computer Games: AI, Animation, Mobile, Multimedia, Educational and Serious Games (CGAMES 2015)},\n  year      = {2015},\n  publisher = {IEEE Press},\n  pages     = {10 - 17},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Intelligence: Genetic Programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Wright, J. D., editor(s), International Encyclopedia of the Social and Behavioral Sciences, volume 2, pages 41 - 45. Elsevier, 2015.\n \n\n\n\n
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@InCollection{banzhaf2015,\n  author    = {W. Banzhaf},\n  title     = {Artificial Intelligence: Genetic Programming},\n  booktitle = {International Encyclopedia of the Social and Behavioral Sciences},\n  year      = {2015},\n  editor    = {Wright, James D.},\n  volume    = {2},\n  publisher = {Elsevier},\n  pages     = {41 - 45},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n  \n 2014\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Supervised Learning in Robotic Swarms: From Training Examples to Emergent Behaviour.\n \n \n \n\n\n \n Vorobyev, G.; Vardy, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Hsieh, M.; and Chirikjian, G., editor(s), Proc. of the International Symposium on Distributed Autonomous Robotic Systems (DARS-2012), Baltimore, MD, Nov 8-11, 2012, pages 435 - 448, 2014. Springer\n \n\n\n\n
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@InProceedings{vorobyev2014,\n  author       = {G. Vorobyev and A. Vardy and W. Banzhaf},\n  title        = {Supervised Learning in Robotic Swarms: From Training Examples to Emergent Behaviour},\n  booktitle    = {Proc. of the International Symposium on Distributed Autonomous Robotic Systems (DARS-2012), Baltimore, MD, Nov 8-11, 2012},\n  year         = {2014},\n  editor       = {M.A. Hsieh and G. Chirikjian},\n  organization = {Springer},\n  pages        = {435 - 448},\n  owner        = {banzhaf},\n  timestamp    = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Population Exploration on Genotype Networks in Genetic Programming.\n \n \n \n\n\n \n Hu, T.; Banzhaf, W.; and Moore, J.\n\n\n \n\n\n\n In et al. , T. B., editor(s), Proceedings PPSN-XIII, Ljubljana, Slovakia, 2014, of LNCS, pages 424 - 433, 2014. \n \n\n\n\n
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@InProceedings{hu2014,\n  author    = {T. Hu and W. Banzhaf and J. Moore},\n  title     = {Population Exploration on Genotype Networks in Genetic Programming},\n  booktitle = {Proceedings PPSN-XIII, Ljubljana, Slovakia, 2014},\n  year      = {2014},\n  editor    = {T. Bartz-Beielsteinand et al.},\n  volumes   = {8672},\n  series    = {LNCS},\n  pages     = {424 - 433},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Automated Design for Playability in Computer Game Agents.\n \n \n \n\n\n \n Watson, S.; Banzhaf, W.; and Vardy, A.\n\n\n \n\n\n\n In IEEE Conference on Computational Intelligence in Games Conference (CIG-2014), Dortmund, 2014, pages 1- 8, 2014. IEEE Press\n \n\n\n\n
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@InProceedings{watson2014,\n  author       = {S. Watson and W. Banzhaf and A. Vardy},\n  title        = {Automated Design for Playability in Computer Game Agents},\n  booktitle    = {IEEE Conference on Computational Intelligence in Games Conference (CIG-2014), Dortmund, 2014},\n  year         = {2014},\n  organization = {IEEE Press},\n  location     = {New York},\n  pages        = {1- 8},\n  owner        = {banzhaf},\n  timestamp    = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming and Emergence.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 15: 63-73. 2014.\n \n\n\n\n
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@Article{banzhaf2014,\n  author    = {W. Banzhaf},\n  title     = {Genetic Programming and Emergence},\n  year      = {2014},\n  volume    = {15},\n  pages     = {63-73},\n  journal   = {Genetic Programming and Evolvable Machines},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Response to Comments on \"Genetic Programming and Emergence\".\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 15: 103-108. 2014.\n \n\n\n\n
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@Article{banzhaf2014a,\n  author    = {W. Banzhaf},\n  title     = {Response to Comments on "Genetic Programming and Emergence"},\n  year      = {2014},\n  volume    = {15},\n  pages     = {103-108},\n  journal   = {Genetic Programming and Evolvable Machines},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The Effects of Recombination on Phenotypic Exploration and Robustness in Evolution.\n \n \n \n\n\n \n Hu, T.; Banzhaf, W.; and Moore, J.\n\n\n \n\n\n\n Artificial Life, 20: 457 - 470. 2014.\n \n\n\n\n
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@Article{hu2014a,\n  author    = {T. Hu and W. Banzhaf and J. Moore},\n  title     = {The Effects of Recombination on Phenotypic Exploration and Robustness in Evolution},\n  journal   = {Artificial Life},\n  year      = {2014},\n  volume    = {20},\n  pages     = {457 - 470},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Morphological Computation - A Broad Perspective.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Hauser, H.; Fuechslin, R.; and Pfeifer, R., editor(s), Opinions and Outlooks on Morphological Computation, pages 177-184. 2014.\n \n\n\n\n
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@InCollection{banzhaf2014morphological,\n  author    = {W. Banzhaf},\n  title     = {Morphological Computation - A Broad Perspective},\n  booktitle = {Opinions and Outlooks on Morphological Computation},\n  year      = {2014},\n  editor    = {H. Hauser and R.M. Fuechslin and R. Pfeifer},\n  pages     = {177-184},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n  \n 2013\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n Robustness and evolvability of recombination in linear genetic programming.\n \n \n \n\n\n \n Hu, T.; Banzhaf, W.; and Moore, J. H\n\n\n \n\n\n\n In Krawiez, K.; Moraglio, A.; Hu, T.; Etaner-Uyar, A.; and Hu, B., editor(s), Genetic Programming, pages 97 - 108. Springer Berlin Heidelberg, 2013.\n \n\n\n\n
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@InCollection{hu2013robustness,\n  author    = {Hu, Ting and Banzhaf, Wolfgang and Moore, Jason H},\n  title     = {Robustness and evolvability of recombination in linear genetic programming},\n  booktitle = {Genetic Programming},\n  year      = {2013},\n  editor    = {K. Krawiez and A. Moraglio and T. Hu and A.S. Etaner-Uyar and B. Hu},\n  publisher = {Springer Berlin Heidelberg},\n  pages     = {97 - 108},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Conformity and Nonconformity in Collective Robotics: A Case Study.\n \n \n \n\n\n \n Vorobyev, G.; Vardy, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Lio, P.; Miglino, O.; Nicosia, G.; Nol, S.; and Pavone, M., editor(s), Advances in Artificial Life, ECAL, volume 12, pages 981 - 988, 2013. \n \n\n\n\n
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@InProceedings{vorobyev2013conformity,\n  author    = {Vorobyev, Gregory and Vardy, Andrew and Banzhaf, Wolfgang},\n  title     = {Conformity and Nonconformity in Collective Robotics: A Case Study},\n  booktitle = {Advances in Artificial Life, ECAL},\n  year      = {2013},\n  editor    = {P. Lio and O. Miglino and G. Nicosia and S. Nol and M. Pavone},\n  volume    = {12},\n  pages     = {981 - 988},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Networks of Transform-Based Evolvable Features for Object Recognition.\n \n \n \n\n\n \n Kowaliw, T.; Banzhaf, W.; and Doursat, R.\n\n\n \n\n\n\n In Blum, C.; Alba, E.; and et al. , editor(s), Proceedings of the 15th annual conference on Genetic and evolutionary computation, pages 1077-1084, 2013. ACM New York\n \n\n\n\n
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@InProceedings{kowaliw2013networks,\n  author       = {Kowaliw, Taras and Banzhaf, Wolfgang and Doursat, Ren{\\'e}},\n  title        = {Networks of Transform-Based Evolvable Features for Object Recognition},\n  booktitle    = {Proceedings of the 15th annual conference on Genetic and evolutionary computation},\n  year         = {2013},\n  editor       = {C. Blum and E. Alba and et al.},\n  organization = {ACM New York},\n  pages        = {1077-1084},\n  owner        = {banzhaf},\n  timestamp    = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolutionary Computation and Genetic Programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Lakhtakia, A.; and Martin-Palma, R. J., editor(s), Engineered Biomimicry, pages 429 - 447. Elsevier, 2013.\n \n\n\n\n
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@InCollection{banzhaf2013evolutionary,\n  author    = {Banzhaf, Wolfgang},\n  title     = {Evolutionary Computation and Genetic Programming},\n  booktitle = {Engineered Biomimicry},\n  year      = {2013},\n  editor    = {Lakhtakia, Akhlesh and Martin-Palma, Raul Jose},\n  publisher = {Elsevier},\n  location  = {Amsterdam},\n  pages     = {429 - 447},\n  journal   = {Engineered Biomimicry},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Chemistries on GPUs.\n \n \n \n\n\n \n Yamamoto, L.; P. Collet, undefined; and Banzhaf, W.\n\n\n \n\n\n\n In Tsutsui, S.; and Collet, P., editor(s), Massively Parallel Evolutionary Computation on GPGPUs, pages 379 - 419. Berlin, 2013.\n \n\n\n\n
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@InCollection{yamamoto2013,\n  author    = {L. Yamamoto and P. Collet, and W. Banzhaf},\n  title     = {Artificial Chemistries on GPUs},\n  booktitle = {Massively Parallel Evolutionary Computation on GPGPUs},\n  year      = {2013},\n  editor    = {Tsutsui, S. and Collet, P.},\n  publisher = {Berlin},\n  location  = {Berlin},\n  pages     = {379 - 419},\n  owner     = {banzhaf},\n  timestamp = {2016.10.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Life.\n \n \n \n\n\n \n Banzhaf, W.; and McMullin, B.\n\n\n \n\n\n\n In G. Rozenberg, T. B., editor(s), Handbook of Natural Computing, pages 1806 - 1834. Springer, Berlin, 2012.\n Not on website yet\n\n\n\n
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@INCOLLECTION{banzhaf2012AL,\n  author = {Banzhaf, W. and McMullin, B.},\n  title = {Artificial Life},\n  booktitle = {Handbook of Natural Computing},\n  publisher = {Springer},\n  year = {2012},\n  editor = {G. Rozenberg, T. Baeck, J.N. Kok},\n  pages = {1806 - 1834},\n  address = {Berlin},\n  note = {Not on website yet},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Optimizing shape design with distributed parallel genetic programming on gpus.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In de Vega, F. F.; Perez, J. H.; and Lanchares, J., editor(s), Parallel Architectures and Bioinspired Algorithms, of Computational Intelligence Series, pages 51 - 75. Springer, Berlin/Heidelberg, 2012.\n \n\n\n\n
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@INCOLLECTION{harding2012optimizing,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Optimizing shape design with distributed parallel genetic programming\n\ton gpus},\n  booktitle = {Parallel Architectures and Bioinspired Algorithms},\n  publisher = {Springer},\n  year = {2012},\n  editor = {F. Fernandez de Vega and J.I. Hidalgo Perez and\n\t\n\tJ. Lanchares},\n  series = {Computational\n\t\n\tIntelligence Series},\n  pages = {51 - 75},\n  address = {Berlin/Heidelberg},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolutionary dynamics on multiple scales: a quantitative analysis of the interplay between genotype, phenotype, and fitness in linear genetic programming.\n \n \n \n\n\n \n Hu, T.; Payne, J.; Banzhaf, W.; and Moore, J.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 13: 1 - 33. 2012.\n \n\n\n\n
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@ARTICLE{hu2012evolutionary,\n  author = {Hu, T. and Payne, J.L. and Banzhaf, W. and Moore, J.H.},\n  title = {Evolutionary dynamics on multiple scales: a quantitative analysis\n\tof the interplay between genotype, phenotype, and fitness in linear\n\tgenetic programming},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2012},\n  volume = {13},\n  pages = {1 - 33},\n  owner = {banzhaf},\n  publisher = {Springer Netherlands},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The unconstrained automated generation of cell image features for medical diagnosis.\n \n \n \n\n\n \n Kowaliw, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Soule, T.; Moore, J.; and et al. , editor(s), Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (GECCO-2012), pages 1103 - 1110, New York, 2012. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{kowaliw2012unconstrained,\n  author = {Kowaliw, T. and Banzhaf, W.},\n  title = {The unconstrained automated generation of cell image features for\n\tmedical diagnosis},\n  booktitle = {Proceedings of the fourteenth international conference on Genetic\n\tand evolutionary computation conference (GECCO-2012)},\n  year = {2012},\n  editor = {T. Soule and J.H. Moore and et al.},\n  pages = {1103 - 1110},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Achieving desirable gameplay objectives by niched evolution of game parameters.\n \n \n \n\n\n \n Watson, S.; Vardy, A.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE International Games Innovation Conference (IGIC), 2012, pages 1 - 5, 2012. IEEE, IEEE Press\n not yet on website\n\n\n\n
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@INPROCEEDINGS{watson2012achieving,\n  author = {Watson, S. and Vardy, A. and Banzhaf, W.},\n  title = {Achieving desirable gameplay objectives by niched evolution of game\n\tparameters},\n  booktitle = {IEEE International Games Innovation Conference (IGIC), 2012},\n  year = {2012},\n  pages = {1 - 5},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  note = {not yet on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Parallel exhaustive search vs. evolutionary computation in a large real world network search space.\n \n \n \n\n\n \n Wilson, G.; Harding, S.; Hoeber, O.; Devillers, R.; and Banzhaf, W.\n\n\n \n\n\n\n In 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, Australia, pages 816 - 823, 2012. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2012parallel,\n  author = {Wilson, G. and Harding, S. and Hoeber, O. and Devillers, R. and Banzhaf,\n\tW.},\n  title = {Parallel exhaustive search vs. evolutionary computation in a large\n\treal world network search space},\n  booktitle = {2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, Australia},\n  year = {2012},\n  pages = {816 - 823},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Using sector information with linear genetic programming for intraday equity price trend analysis.\n \n \n \n\n\n \n Wilson, G.; Leblanc, D.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE Congress on Evolutionary Computation (CEC), 2012, Brisbane, Australia, pages 2756 - 2763, 2012. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2012using,\n  author = {Wilson, G. and Leblanc, D. and Banzhaf, W.},\n  title = {Using sector information with linear genetic programming for intraday\n\tequity price trend analysis},\n  booktitle = {IEEE Congress on Evolutionary Computation (CEC), 2012, Brisbane,\n\tAustralia},\n  year = {2012},\n  pages = {2756 - 2763},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n  \n 2011\n \n \n (17)\n \n \n
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\n \n\n \n \n \n \n \n Hardware acceleration for cgp: Graphics processing units.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Miller, J., editor(s), Cartesian Genetic Programming, of Natural Computing Series, pages 231 - 253, Berlin, 2011. Springer\n \n\n\n\n
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@INPROCEEDINGS{harding2011hardware,\n  author = {Harding, S.L. and Banzhaf, W.},\n  title = {Hardware acceleration for cgp: Graphics processing units},\n  booktitle = {Cartesian Genetic Programming},\n  year = {2011},\n  editor = {J. Miller},\n  series = {Natural Computing Series},\n  pages = {231 - 253},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Implementing cartesian genetic programming classifiers on graphics processing units using gpu. net.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the 13th annual conference on Genetic and evolutionary computation (GECCO-2011), Companion Volume, pages 463 - 470, New York, 2011. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{harding2011implementing,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Implementing cartesian genetic programming classifiers on graphics\n\tprocessing units using gpu. net},\n  booktitle = {Proceedings of the 13th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2011), Companion Volume},\n  year = {2011},\n  pages = {463 - 470},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A survey of self modifying cartesian genetic programming.\n \n \n \n\n\n \n Harding, S.; Banzhaf, W.; and Miller, J.\n\n\n \n\n\n\n In Riolo, R.; McConaghy, T.; and Vladislavleva, E., editor(s), Genetic Programming Theory and Practice VIII, pages 91 - 107, New York, 2011. Springer New York\n \n\n\n\n
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@INPROCEEDINGS{harding2011survey,\n  author = {Harding, S. and Banzhaf, W. and Miller, J.F.},\n  title = {A survey of self modifying cartesian genetic programming},\n  booktitle = {Genetic Programming Theory and Practice VIII},\n  year = {2011},\n  editor = {R. Riolo and T. McConaghy and E. Vladislavleva},\n  pages = {91 - 107},\n  address = {New York},\n  publisher = {Springer New York},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n SMCGP2: self modifying cartesian genetic programming in two dimensions.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Krasnogor, N.; and et al. , editor(s), Proceedings of the 13th annual conference on Genetic and evolutionary computation (GECCO-2011), pages 1491 - 1498, New York, 2011. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{Harding2011,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {SMCGP2: self modifying cartesian genetic programming in two dimensions},\n  booktitle = {Proceedings of the 13th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2011)},\n  year = {2011},\n  editor = {N. Krasnogor and et al.},\n  pages = {1491 - 1498},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-modifying cartesian genetic programming.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Miller, J., editor(s), Cartesian Genetic Programming, of Natural Computing Series, pages 101 - 124. Springer, Berlin, 2011.\n \n\n\n\n
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@INCOLLECTION{harding2011self,\n  author = {Harding, S.L. and Miller, J.F. and Banzhaf, W.},\n  title = {Self-modifying cartesian genetic programming},\n  booktitle = {Cartesian Genetic Programming},\n  publisher = {Springer},\n  year = {2011},\n  editor = {J. Miller},\n  series = {Natural Computing Series},\n  pages = {101 - 124},\n  address = {Berlin},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Proc. Genetic Programming and Evolutinoary Computation Conference (GECCO-2011) Companion Volume, pages 197 - 198, 2011. \n \n\n\n\n
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@INPROCEEDINGS{harding2011smcgp2,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {SMCGP2: finding algorithms that approximate numerical constants using\n\tquaternions and complex numbers},\n  booktitle = {Proc. Genetic Programming and Evolutinoary Computation Conference\n\t(GECCO-2011) Companion Volume},\n  year = {2011},\n  pages = {197 - 198},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Bondable Cellular Automata.\n \n \n \n\n\n \n Hatcher, M.; Banzhaf, W.; and Yu, T.\n\n\n \n\n\n\n In Lenaerts, T.; Giacobini, M.; Bersini, H.; Bourgine, P.; Dorigo, M.; and Doursat, R., editor(s), Advances in Artificial Life Proceedings of the 11th European Conference on Artificial Life (ECAL- 2011), Paris, France, 2011, pages 326 - 333, Cambridge, MA, 2011. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{hatcher2011bondable,\n  author = {Hatcher, M. and Banzhaf, W. and Yu, T.},\n  title = {Bondable Cellular Automata},\n  booktitle = {Advances in Artificial\n\t\n\tLife Proceedings of the 11th European Conference on Artificial Life\n\t(ECAL-\n\t\n\t2011), Paris, France, 2011},\n  year = {2011},\n  editor = {T. Lenaerts and M. Giacobini and H. Bersini and P. Bourgine and M.\n\tDorigo and R. Doursat},\n  pages = {326 - 333},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Robustness, evolvability, and accessibility in linear genetic programming.\n \n \n \n\n\n \n Hu, T.; Payne, J.; Banzhaf, W.; and Moore, J.\n\n\n \n\n\n\n In S. Silva, J. F.; and M. Nicolau, P. M., editor(s), Genetic Programming: Proceedings EuroGP 2011, Torino, Italy, 2011, volume 6621, of LNCS, pages 13 - 24, Berlin, 2011. Springer\n \n\n\n\n
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@INPROCEEDINGS{hu2011robustness,\n  author = {Hu, T. and Payne, J. and Banzhaf, W. and Moore, J.},\n  title = {Robustness, evolvability, and accessibility in linear genetic programming},\n  booktitle = {Genetic Programming: Proceedings EuroGP 2011, Torino,\n\t\n\tItaly, 2011},\n  year = {2011},\n  editor = {S. Silva, J.A. Foster, M. Nicolau, P. Machado, M. Giacobini},\n  volume = {6621},\n  series = {LNCS},\n  pages = {13 - 24},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Elongation control in an algorithmic chemistry.\n \n \n \n\n\n \n Meyer, T.; Yamamoto, L.; Banzhaf, W.; and Tschudin, C.\n\n\n \n\n\n\n In Kampis, G.; Karsai, I.; and Szathmary, E., editor(s), Advances in Artificial Life. Darwin Meets von Neumann: Proc. of the 10th ECAL-2009, Budapest, Hungary, volume 5777, of LNAI, pages 267 - 274, 2011. Springer\n \n\n\n\n
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@INPROCEEDINGS{meyer2011elongation,\n  author = {Meyer, T. and Yamamoto, L. and Banzhaf, W. and Tschudin, C.},\n  title = {Elongation control in an algorithmic chemistry},\n  booktitle = {Advances in Artificial Life. Darwin Meets von Neumann: Proc. of the\n\t10th ECAL-2009, Budapest, Hungary},\n  year = {2011},\n  editor = {G. Kampis and I. Karsai and E. Szathmary},\n  volume = {5777},\n  series = {LNAI},\n  pages = {267 - 274},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Image processing and CGP.\n \n \n \n\n\n \n Sekanina, L.; Harding, S.; Banzhaf, W.; and Kowaliw, T.\n\n\n \n\n\n\n In Miller, J., editor(s), Cartesian Genetic Programming, of Natural Computing Series, pages 181 - 215. Springer, Berlin, 2011.\n \n\n\n\n
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@INCOLLECTION{sekanina2011image,\n  author = {Sekanina, L. and Harding, S.L. and Banzhaf, W. and Kowaliw, T.},\n  title = {Image processing and CGP},\n  booktitle = {Cartesian Genetic Programming},\n  publisher = {Springer},\n  year = {2011},\n  editor = {J. Miller},\n  series = {Natural Computing Series},\n  pages = {181 - 215},\n  address = {Berlin},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Large network analysis for fisheries management using coevolutionary genetic algorithms.\n \n \n \n\n\n \n Wilson, G.; Harding, S.; Hoeber, O.; Devillers, R.; and Banzhaf, W.\n\n\n \n\n\n\n In Krasnogor, N.; and et al. , editor(s), Proceedings of the 13th annual conference on Genetic and evolutionary computation (GECCO-2011), pages 1619 - 1626, New York, 2011. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2011large,\n  author = {Wilson, G.C. and Harding, S. and Hoeber, O. and Devillers, R. and\n\tBanzhaf, W.},\n  title = {Large network analysis for fisheries management using coevolutionary\n\tgenetic algorithms},\n  booktitle = {Proceedings of the 13th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2011)},\n  year = {2011},\n  editor = {N. Krasnogor and et al.},\n  pages = {1619 - 1626},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Stock trading using linear genetic programming with multiple time frames.\n \n \n \n\n\n \n Wilson, G.; Leblanc, D.; and Banzhaf, W.\n\n\n \n\n\n\n In Krasnogor, N.; and et al. , editor(s), Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (GECCO-2011), pages 1667 - 1677, New York, 2011. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2011stock,\n  author = {Wilson, G. and Leblanc, D. and Banzhaf, W.},\n  title = {Stock trading using linear genetic programming with multiple time\n\tframes},\n  booktitle = {Proceedings of the 13th Annual Conference on Genetic and Evolutionary\n\tComputation (GECCO-2011)},\n  year = {2011},\n  editor = {N. Krasnogor and et al.},\n  pages = {1667 - 1677},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Investigations of Wilson's and Traulsen's group selection models in evolutionary computation.\n \n \n \n\n\n \n Wu, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Kampis, G.; Karsai, I.; and Szathmary, E., editor(s), Advances in Artificial Life. Darwin Meets von Neumann: Proc. of the 10th ECAL-2009, Budapest, Hungary, volume 5778, of LNAI, pages 1 - 9, Berlin, 2011. Springer\n \n\n\n\n
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@INPROCEEDINGS{wu2011investigations,\n  author = {Wu, S. and Banzhaf, W.},\n  title = {Investigations of Wilson's and Traulsen's group selection models\n\tin evolutionary computation},\n  booktitle = {Advances in Artificial Life. Darwin Meets von Neumann: Proc. of the\n\t10th ECAL-2009, Budapest, Hungary},\n  year = {2011},\n  editor = {G. Kampis and I. Karsai and E. Szathmary},\n  volume = {5778},\n  series = {LNAI},\n  pages = {1 - 9},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Rethinking multilevel selection in genetic programming.\n \n \n \n\n\n \n Wu, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Krasnogor, N.; and et al. , editor(s), Proceedings of the 13th annual conference on Genetic and evolutionary computation (GECCO-2011), pages 1403 - 1410, New York, 2011. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wu2011rethinking,\n  author = {Wu, S.X. and Banzhaf, W.},\n  title = {Rethinking multilevel selection in genetic programming},\n  booktitle = {Proceedings of the 13th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2011)},\n  year = {2011},\n  editor = {N. Krasnogor and et al.},\n  pages = {1403 - 1410},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolutionary Transition through a New Multilevel Selection Model.\n \n \n \n\n\n \n Wu, X.; and Banzhaf, W.\n\n\n \n\n\n\n In Lenaerts, T.; Giacobini, M.; Bersini, H.; Bourgine, P.; Dorigo, M.; and Doursat, R., editor(s), Advances in Artificial Life Proceedings of the 11th European Conference on Artificial Life (ECAL- 2011), Paris, France, 2011, pages 874 - 881, Cambridge, MA, 2011. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{wu2011transition,\n  author = {Wu, X. and Banzhaf, W.},\n  title = {Evolutionary Transition through a New Multilevel Selection\n\t\n\tModel},\n  booktitle = {Advances in Artificial\n\t\n\tLife Proceedings of the 11th European Conference on Artificial Life\n\t(ECAL-\n\t\n\t2011), Paris, France, 2011},\n  year = {2011},\n  editor = {T. Lenaerts and M. Giacobini and H. Bersini and P. Bourgine and M.\n\tDorigo and R. Doursat},\n  pages = {874 - 881},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving reaction-diffusion systems on GPU.\n \n \n \n\n\n \n Yamamoto, L.; Banzhaf, W.; and Collet, P.\n\n\n \n\n\n\n In Antunes, L.; and Pinto, H. S., editor(s), Progress in Artificial Intelligence: Proc 15th EPIA-2011, Lisbon, Portugal, 2011, volume 7026, of LNCS, pages 208 - 223, Berlin, 2011. Springer\n \n\n\n\n
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@INPROCEEDINGS{yamamoto2011evolving,\n  author = {Yamamoto, L. and Banzhaf, W. and Collet, P.},\n  title = {Evolving reaction-diffusion systems on GPU},\n  booktitle = {Progress in Artificial Intelligence: Proc 15th EPIA-2011, Lisbon,\n\tPortugal, 2011},\n  year = {2011},\n  editor = {L. Antunes and H. Sofia Pinto},\n  volume = {7026},\n  series = {LNCS},\n  pages = {208 - 223},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Recovery properties of distributed cluster head election using reaction - diffusion.\n \n \n \n\n\n \n Yamamoto, L.; Miorandi, D.; Collet, P.; and Banzhaf, W.\n\n\n \n\n\n\n Swarm Intelligence, 5(3): 225 - 255. 2011.\n \n\n\n\n
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@ARTICLE{yamamoto2011recovery,\n  author = {Yamamoto, L. and Miorandi, D. and Collet, P. and Banzhaf, W.},\n  title = {Recovery properties of distributed cluster head election using reaction - diffusion},\n  journal = {Swarm Intelligence},\n  year = {2011},\n  volume = {5},\n  pages = {225 - 255},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {Springer New York},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n  \n 2010\n \n \n (18)\n \n \n
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\n \n\n \n \n \n \n \n Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Pelikan, M.; and et al. , editor(s), Proceedings of the 12th annual conference on Genetic and evolutionary computation (GECCO-2010), pages 579 - 586, New York, 2010. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{harding2010self,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {Self modifying cartesian genetic programming: finding algorithms\n\tthat calculate pi and e to arbitrary precision},\n  booktitle = {Proceedings of the 12th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2010)},\n  year = {2010},\n  editor = {M. Pelikan and et al.},\n  pages = {579 - 586},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Developments in cartesian genetic programming: self-modifying CGP.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 11(3): 397 - 439. 2010.\n \n\n\n\n
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@ARTICLE{harding2010developments,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {Developments in cartesian genetic programming: self-modifying CGP},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2010},\n  volume = {11},\n  pages = {397 - 439},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {Springer Netherlands},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolvability and speed of evolutionary algorithms in light of recent developments in biology.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n Journal of Artificial Evolution and Applications, 2010: 568375-1 - 568375-28. 2010.\n \n\n\n\n
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@ARTICLE{hu2010evolvability,\n  author = {Hu, T. and Banzhaf, W.},\n  title = {Evolvability and speed of evolutionary algorithms in light of recent\n\tdevelopments in biology},\n  journal = {Journal of Artificial Evolution and Applications},\n  year = {2010},\n  volume = {2010},\n  pages = {568375-1 - 568375-28},\n  owner = {banzhaf},\n  publisher = {Hindawi Publishing Corp.},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n WiMAX network planning using adaptive-population-size genetic algorithm.\n \n \n \n\n\n \n Hu, T.; Chen, Y.; and Banzhaf, W.\n\n\n \n\n\n\n In Chio, C. D.; Brabazon, A.; Caro, G. D.; Ebner, M.; Farooq, M.; Fink, A.; Grahl, J.; Greenfield, G.; Machado, P.; O’Neill, M.; Tarantino, E.; and Urquhart, N., editor(s), Applications of Evolutionary Computation: Proc. EvoApplications 2010, volume 6025, of LNCS, pages 31 - 40, Berlin/Heidelberg, 2010. Springer\n \n\n\n\n
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@INPROCEEDINGS{hu2010wimax,\n  author = {Hu, T. and Chen, Y. and Banzhaf, W.},\n  title = {WiMAX network planning using adaptive-population-size genetic algorithm},\n  booktitle = {Applications of Evolutionary Computation: Proc. EvoApplications 2010},\n  year = {2010},\n  editor = {C. Di Chio and A. Brabazon and G. Di Caro and M. Ebner and M. Farooq\n\tand A. Fink and\n\t\n\tJ. Grahl and G. Greenfield and P. Machado and M. O’Neill and E. Tarantino\n\tand NN. Urquhart},\n  volume = {6025},\n  series = {LNCS},\n  pages = {31 - 40},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm.\n \n \n \n\n\n \n Hu, T.; Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 11(2): 205 - 225. 2010.\n \n\n\n\n
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@ARTICLE{hu2010variable,\n  author = {Hu, T. and Harding, S. and Banzhaf, W.},\n  title = {Variable population size and evolution acceleration: a case study\n\twith a parallel evolutionary algorithm},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2010},\n  volume = {11},\n  pages = {205 - 225},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving genes to balance a pole.\n \n \n \n\n\n \n Nicolau, M.; Schoenauer, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Esparcia-Alcazar, A.; Ekart, A.; Silva, S.; Dignum, S.; and Uyar, A. S., editor(s), Genetic Programming: Proceedings EuroGP 2010, Istanbul, Turkey, 2010, volume 6021, of LNCS, pages 196 - 207, Berlin, 2010. Springer\n \n\n\n\n
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@INPROCEEDINGS{nicolau2010evolving,\n  author = {Nicolau, M. and Schoenauer, M. and Banzhaf, W.},\n  title = {Evolving genes to balance a pole},\n  booktitle = {Genetic Programming: Proceedings EuroGP 2010, Istanbul, Turkey, 2010},\n  year = {2010},\n  editor = {A. Esparcia-Alcazar and A. Ekart and S. Silva and S. Dignum and A.\n\tSima Uyar},\n  volume = {6021},\n  series = {LNCS},\n  pages = {196 - 207},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Open issues in genetic programming.\n \n \n \n\n\n \n O'Neill, M.; Vanneschi, L.; Gustafson, S.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 11(3): 339 - 363. 2010.\n \n\n\n\n
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@ARTICLE{o2010open,\n  author = {O'Neill, M. and Vanneschi, L. and Gustafson, S. and Banzhaf, W.},\n  title = {Open issues in genetic programming},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2010},\n  volume = {11},\n  pages = {339 - 363},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An informed genetic algorithm for the examination timetabling problem.\n \n \n \n\n\n \n Pillay, N.; and Banzhaf, W.\n\n\n \n\n\n\n Applied Soft Computing, 10(2): 457 - 467. 2010.\n \n\n\n\n
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@ARTICLE{pillay2010informed,\n  author = {Pillay, N. and Banzhaf, W.},\n  title = {An informed genetic algorithm for the examination timetabling problem},\n  journal = {Applied Soft Computing},\n  year = {2010},\n  volume = {10},\n  pages = {457 - 467},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Elsevier},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Interday and intraday stock trading using probabilistic adaptive mapping developmental genetic programming and linear genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In A. Brabazon, M. O., editor(s), Natural Computing in Computational Finance, pages 191 - 212. Springer, New York, 2010.\n \n\n\n\n
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@INCOLLECTION{Wilson2010,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Interday and intraday stock trading using probabilistic adaptive\n\tmapping developmental genetic programming and linear genetic programming},\n  booktitle = {Natural Computing in Computational Finance},\n  publisher = {Springer},\n  year = {2010},\n  editor = {A. Brabazon, M. O’Neill, D. Maringer},\n  pages = {191 - 212},\n  address = {New York},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Interday foreign exchange trading using linear genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In Pelikan, M.; and et al. , editor(s), Proceedings of the 12th annual conference on Genetic and evolutionary computation (GECCO-2010), pages 1139 - 1146, New York, 2010. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2010interday,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Interday foreign exchange trading using linear genetic programming},\n  booktitle = {Proceedings of the 12th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2010)},\n  year = {2010},\n  editor = {M. Pelikan and et al.},\n  pages = {1139 - 1146},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Algorithmic Trading with Developmental and Linear Genetic Programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In Riolo, R.; O’Reilly, U.; and McConaghy, T., editor(s), Genetic Programming Theory and Practice VII, pages 119 - 134, New York, 2010. Springer\n \n\n\n\n
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@INPROCEEDINGS{wilson2010algorithmic,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Algorithmic Trading with Developmental and Linear Genetic Programming},\n  booktitle = {Genetic Programming Theory and Practice VII},\n  year = {2010},\n  editor = {R. Riolo and U.-M. O’Reilly and T. McConaghy},\n  pages = {119 - 134},\n  address = {New York},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Deployment of parallel linear genetic programming using GPUs on PC and video game console platforms.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 11(2): 147 - 184. 2010.\n \n\n\n\n
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@ARTICLE{wilson2010deployment,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Deployment of parallel linear genetic programming using GPUs on PC\n\tand video game console platforms},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2010},\n  volume = {11},\n  pages = {147 - 184},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Fast and effective predictability filters for stock price series using linear genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In 2010 IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain (WCCI-2010), pages 1 - 8, 2010. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2010fast,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Fast and effective predictability filters for stock price series\n\tusing linear genetic programming},\n  booktitle = {2010 IEEE Congress on Evolutionary Computation (CEC), Barcelona,\n\tSpain\n\t\n\t(WCCI-2010)},\n  year = {2010},\n  pages = {1 - 8},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Detecting anomalies in spatiotemporal data using genetic algorithms with fuzzy community membership.\n \n \n \n\n\n \n Wilson, G.; Harding, S.; Hoeber, O.; Devillers, R.; and Banzhaf, W.\n\n\n \n\n\n\n In 10th International Conference on Intelligent Systems Design and Applications (ISDA), 2010, pages 97 - 102, 2010. IEEE\n Not yet on website\n\n\n\n
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@INPROCEEDINGS{wilson2010detecting,\n  author = {Wilson, G. and Harding, S. and Hoeber, O. and Devillers, R. and Banzhaf,\n\tW.},\n  title = {Detecting anomalies in spatiotemporal data using genetic algorithms\n\twith fuzzy community membership},\n  booktitle = {10th International Conference on Intelligent Systems Design and Applications\n\t(ISDA), 2010},\n  year = {2010},\n  pages = {97 - 102},\n  organization = {IEEE},\n  note = {Not yet on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A hierarchical cooperative evolutionary algorithm.\n \n \n \n\n\n \n Wu, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Pelikan, M.; and et al. , editor(s), Proceedings of the 12th annual conference on Genetic and evolutionary computation (GECCO-2010), pages 233 - 240, New York, 2010. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wu2010hierarchical,\n  author = {Wu, S.X. and Banzhaf, W.},\n  title = {A hierarchical cooperative evolutionary algorithm},\n  booktitle = {Proceedings of the 12th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2010)},\n  year = {2010},\n  editor = {M. Pelikan and et al.},\n  pages = {233 - 240},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The use of computational intelligence in intrusion detection systems: A review.\n \n \n \n\n\n \n Wu, S.; and Banzhaf, W.\n\n\n \n\n\n\n Applied Soft Computing, 10(1): 1 - 35. 2010.\n \n\n\n\n
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@ARTICLE{Wu2010,\n  author = {Wu, S.X. and Banzhaf, W.},\n  title = {The use of computational intelligence in intrusion detection systems:\n\tA review},\n  journal = {Applied Soft Computing},\n  year = {2010},\n  volume = {10},\n  pages = {1 - 35},\n  number = {1},\n  owner = {banzhaf},\n  publisher = {Elsevier},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The Use of Evolutionary Computation in Knowledge Discovery: The Example of Intrusion Detection Systems.\n \n \n \n\n\n \n Wu, X.; and Banzhaf, W.\n\n\n \n\n\n\n In Dehuri, S.; and Cho, S., editor(s), Knowledge Mining Using Intelligent Agents, pages 27 - 60. Imperial College Press, London, 2010.\n \n\n\n\n
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@INCOLLECTION{wu2010IDS,\n  author = {X. Wu and W. Banzhaf},\n  title = {The Use of Evolutionary Computation in Knowledge Discovery:\n\t\n\tThe Example of Intrusion Detection Systems},\n  booktitle = {Knowledge Mining Using\n\t\n\tIntelligent Agents},\n  publisher = {Imperial College Press},\n  year = {2010},\n  editor = {S. Dehuri and S.-B. Cho},\n  pages = {27 - 60},\n  address = {London},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Catalytic search in dynamic environments.\n \n \n \n\n\n \n Yamamoto, L.; and Banzhaf, W.\n\n\n \n\n\n\n In Fellermann, H.; Doerr, M.; Hanczyk, M.; Laursen, L.; Maurer, S.; Merkle, D.; Monnard, P.; Stoy, K.; and Rasmussen, S., editor(s), Proceedings of ALife XII, Odense, Denmark, 2010, pages 277 - 284, Cambridge, MA, 2010. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{yamamoto2010catalytic,\n  author = {Yamamoto, L. and Banzhaf, W.},\n  title = {Catalytic search in dynamic environments},\n  booktitle = {Proceedings of ALife XII, Odense, Denmark, 2010},\n  year = {2010},\n  editor = {H. Fellermann and M. Doerr and M.\n\t\n\tHanczyk and L. Laursen and S. Maurer and D. Merkle and P. Monnard\n\tand K. Stoy and S. Rasmussen},\n  pages = {277 - 284},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n  \n 2009\n \n \n (15)\n \n \n
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\n \n\n \n \n \n \n \n Self-Organizing Systems.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Meyers, R., editor(s), Encyclopedia of Complexity and Systems Science, pages 8040 - 8050. Springer, New York, 2009.\n \n\n\n\n
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@INCOLLECTION{b2009sos,\n  author = {W. Banzhaf},\n  title = {Self-Organizing Systems},\n  booktitle = {Encyclopedia of Complexity and Systems Science},\n  publisher = {Springer},\n  year = {2009},\n  editor = {R.A. Meyers},\n  pages = {8040 - 8050},\n  address = {New York},\n  owner = {banzhaf},\n  timestamp = {2009.11.11}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Accelerating Genetic Programming through Graphics Processing Units.\n \n \n \n\n\n \n Banzhaf, W.; Harding, S.; Langdon, W.; and Wilson, G.\n\n\n \n\n\n\n In Riolo, R.; Soule, T.; and Worzel, B., editor(s), Genetic Programming Theory and Practice VI, pages 229 - 248, New York, 2009. Springer\n Not in website\n\n\n\n
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@INPROCEEDINGS{Banzhaf2009,\n  author = {Banzhaf, W. and Harding, S. and Langdon, W.B. and Wilson, G.},\n  title = {Accelerating Genetic Programming through Graphics Processing Units.},\n  booktitle = {Genetic Programming Theory and Practice VI},\n  year = {2009},\n  editor = {R. Riolo and T. Soule and B. Worzel},\n  pages = {229 - 248},\n  address = {New York},\n  publisher = {Springer},\n  note = {Not in website},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Distributed genetic programming on GPUs using CUDA.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Workshop on Parallel Architectures and Bioinspired Algorithms, Raleigh, USA, 2009. \n \n\n\n\n
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@INPROCEEDINGS{harding2009distributed,\n  author = {Harding, S.L. and Banzhaf, W.},\n  title = {Distributed genetic programming on GPUs using CUDA},\n  booktitle = {Workshop on Parallel Architectures and Bioinspired Algorithms, Raleigh,\n\tUSA},\n  year = {2009},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self modifying cartesian genetic programming: Fibonacci, squares, regression and summing.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In L. Vanneschi, S. G.; and Ebner, M., editor(s), Genetic Programming: Proceedings EuroGP 2009, T¨ubingen, Germany, 2009, volume 5481, of LNCS, pages 133 - 144, Berlin, 2009. Springer\n \n\n\n\n
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@INPROCEEDINGS{harding2009self,\n  author = {Harding, S. and Miller, J. and Banzhaf, W.},\n  title = {Self modifying cartesian genetic programming: Fibonacci, squares,\n\tregression and summing},\n  booktitle = {Genetic Programming: Proceedings EuroGP 2009,\n\t\n\tT¨ubingen, Germany, 2009},\n  year = {2009},\n  editor = {L. Vanneschi, S. Gustafson, A. Moraglio, I. De Falco,\n\t\n\tand M. Ebner},\n  volume = {5481},\n  series = {LNCS},\n  pages = {133 - 144},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution, development and learning using self-modifying cartesian genetic programming.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Rothlauf, F.; and et al. , editor(s), Proceedings of the 11th Annual conference on Genetic and evolutionary computation (GECCO-2009), pages 699 - 706, New York, 2009. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{harding2009evolution,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {Evolution, development and learning using self-modifying cartesian\n\tgenetic programming},\n  booktitle = {Proceedings of the 11th Annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2009)},\n  year = {2009},\n  editor = {Franz Rothlauf and et al.},\n  pages = {699 - 706},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self modifying cartesian genetic programming: Parity.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE Congress on Evolutionary Computation, 2009 (CEC'09), pages 285 - 292, 2009. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{Harding2009,\n  author = {Harding, S. and Miller, J.F. and Banzhaf, W.},\n  title = {Self modifying cartesian genetic programming: Parity},\n  booktitle = {IEEE Congress on Evolutionary Computation, 2009 (CEC'09)},\n  year = {2009},\n  pages = {285 - 292},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Neutrality and variability: two sides of evolvability in linear genetic programming.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Rothlauf, F.; and et al. , editor(s), GECCO 2009, pages 963 - 970, New York, 2009. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{hu2009neutrality,\n  author = {Hu, T. and Banzhaf, W.},\n  title = {Neutrality and variability: two sides of evolvability in linear genetic\n\tprogramming},\n  booktitle = {GECCO 2009},\n  year = {2009},\n  editor = {F. Rothlauf and et al.},\n  pages = {963 - 970},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The role of population size in rate of evolution in genetic programming.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Vanneschi, L.; Gustafson, S.; Moraglio, A.; Falco, I. D.; and Ebner, M., editor(s), Genetic Programming: Proceedings EuroGP 2009, T¨ubingen, Germany, 2009, volume 5481, of LNCS, pages 85 - 96, Berlin, 2009. Springer\n \n\n\n\n
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@INPROCEEDINGS{hu2009role,\n  author = {Hu, T. and Banzhaf, W.},\n  title = {The role of population size in rate of evolution in genetic programming},\n  booktitle = {Genetic Programming: Proceedings EuroGP 2009, T¨ubingen, Germany,\n\t2009},\n  year = {2009},\n  editor = {L. Vanneschi and S. Gustafson and A. Moraglio and I. De Falco and\n\tM. Ebner},\n  volume = {5481},\n  series = {LNCS},\n  pages = {85 - 96},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An evolutionary approach to planning IEEE 802.16 networks.\n \n \n \n\n\n \n Hu, T.; Chen, Y.; Banzhaf, W.; and Benkoczi, R.\n\n\n \n\n\n\n In Rothlauf, F.; and et al. , editor(s), Proceedings of the 11th Annual conference on Genetic and evolutionary computation (GECCO-2009), pages 1929 - 1930, New York, 2009. ACM, ACM Press\n Poster\n\n\n\n
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@INPROCEEDINGS{hu2009evolutionary,\n  author = {Hu, T. and Chen, Y.P. and Banzhaf, W. and Benkoczi, R.},\n  title = {An evolutionary approach to planning IEEE 802.16 networks},\n  booktitle = {Proceedings of the 11th Annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2009)},\n  year = {2009},\n  editor = {F. Rothlauf and et al.},\n  pages = {1929 - 1930},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  note = {Poster},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Augmenting artificial development with local fitness.\n \n \n \n\n\n \n Kowaliw, T.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE Congress on Evolutionary Computation, 2009 (CEC'09), pages 316 - 323, 2009. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{kowaliw2009augmenting,\n  author = {Kowaliw, T. and Banzhaf, W.},\n  title = {Augmenting artificial development with local fitness},\n  booktitle = {IEEE Congress on Evolutionary Computation, 2009 (CEC'09)},\n  year = {2009},\n  pages = {316 - 323},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving novel image features using genetic programming-based image transforms.\n \n \n \n\n\n \n Kowaliw, T.; Banzhaf, W.; Kharma, N.; and Harding, S.\n\n\n \n\n\n\n In IEEE Congress on Evolutionary Computation, 2009 (CEC'09), pages 2502 - 2507, 2009. IEEE, IEEE P\n \n\n\n\n
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@INPROCEEDINGS{kowaliw2009evolving,\n  author = {Kowaliw, T. and Banzhaf, W. and Kharma, N. and Harding, S.},\n  title = {Evolving novel image features using genetic programming-based image\n\ttransforms},\n  booktitle = {IEEE Congress on Evolutionary Computation, 2009 (CEC'09)},\n  year = {2009},\n  pages = {2502 - 2507},\n  organization = {IEEE},\n  publisher = {IEEE P},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A study of heuristic combinations for hyper-heuristic systems for the uncapacitated examination timetabling problem.\n \n \n \n\n\n \n Pillay, N.; and Banzhaf, W.\n\n\n \n\n\n\n European Journal of Operational Research, 197(2): 482 - 491. 2009.\n \n\n\n\n
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@ARTICLE{pillay2009study,\n  author = {Pillay, N. and Banzhaf, W.},\n  title = {A study of heuristic combinations for hyper-heuristic systems for\n\tthe uncapacitated examination timetabling problem},\n  journal = {European Journal of Operational Research},\n  year = {2009},\n  volume = {197},\n  pages = {482 - 491},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Elsevier},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Prediction of interday stock prices using developmental and linear genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In Giacobini, M.; Brabazon, A.; Cagnoni, S.; Caro, G. D.; Ekart, A.; Esparcia-Alczar, A.; Farooq, M.; Fink, A.; and Machado, P., editor(s), Applications of Evolutionary Computing, volume 5484, of LNCS, pages 172 - 181, Berlin, 2009. Springer\n \n\n\n\n
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@INPROCEEDINGS{wilson2009prediction,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Prediction of interday stock prices using developmental and linear\n\tgenetic programming},\n  booktitle = {Applications of Evolutionary Computing},\n  year = {2009},\n  editor = {M. Giacobini and A. Brabazon and S. Cagnoni and G.A. Di Caro and\n\tA. Ekart and\n\t\n\tA. Esparcia-Alczar and M. Farooq and A. Fink and P. Machado},\n  volume = {5484},\n  series = {LNCS},\n  pages = {172 - 181},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Soft memory for stock market analysis using linear and developmental genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In Rothlauf, F.; and et al. , editor(s), Proceedings of the 11th Annual conference on Genetic and evolutionary computation (GECCO-2009), pages 1633 - 1640, New York, 2009. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2009soft,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Soft memory for stock market analysis using linear and developmental\n\tgenetic programming},\n  booktitle = {Proceedings of the 11th Annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2009)},\n  year = {2009},\n  editor = {F. Rothlauf and et al.},\n  pages = {1633 - 1640},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Discovery of email communication networks from the Enron corpus with a genetic algorithm using social network analysis.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE Congress on Evolutionary Computation, 2009 (CEC'09), pages 3256 - 3263, 2009. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{wilson2009discovery,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Discovery of email communication networks from the Enron corpus with\n\ta genetic algorithm using social network analysis},\n  booktitle = {IEEE Congress on Evolutionary Computation, 2009 (CEC'09)},\n  year = {2009},\n  pages = {3256 - 3263},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial development.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n Organic Computing,201 - 219. 2008.\n \n\n\n\n
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@ARTICLE{harding2008artificial,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Artificial development},\n  journal = {Organic Computing},\n  year = {2008},\n  pages = {201 - 219},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming on GPUs for image processing.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n International Journal of High Performance Systems Architecture, 1(4): 231 - 240. 2008.\n \n\n\n\n
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@ARTICLE{harding2008genetic,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Genetic programming on GPUs for image processing},\n  journal = {International Journal of High Performance Systems Architecture},\n  year = {2008},\n  volume = {1},\n  pages = {231 - 240},\n  number = {4},\n  owner = {banzhaf},\n  publisher = {Inderscience Publishers},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Measuring rate of evolution in genetic programming using amino acid to synonymous substitution ratio ka/ks.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Keijzer, M.; and at al. , editor(s), Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO-2008), pages 1337 - 1338, New York, 2008. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{hu2008measuring,\n  author = {Hu, T. and Banzhaf, W.},\n  title = {Measuring rate of evolution in genetic programming using amino acid\n\tto synonymous substitution ratio ka/ks},\n  booktitle = {Proceedings of the 10th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2008)},\n  year = {2008},\n  editor = {M. Keijzer and at al.},\n  pages = {1337 - 1338},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Nonsynonymous to Synonymous Substitution Ratio k a/k s: Measurement for Rate of Evolution in Evolutionary Computation.\n \n \n \n\n\n \n Hu, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Rudolph, G.; and et al. , editor(s), Parallel Problem Solving from Nature - PPSN X, volume 5199, of LNCS, pages 448 - 457, Berlin, 2008. Springer\n \n\n\n\n
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@INPROCEEDINGS{hu2008nonsynonymous,\n  author = {Hu, T. and Banzhaf, W.},\n  title = {Nonsynonymous to Synonymous Substitution Ratio k a/k s: Measurement\n\tfor Rate of Evolution in Evolutionary Computation},\n  booktitle = {Parallel Problem Solving from Nature - PPSN X},\n  year = {2008},\n  editor = {G. Rudolph and et al.},\n  volume = {5199},\n  series = {LNCS},\n  pages = {448 - 457},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Repeated patterns in genetic programming.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n Natural Computing, 7(4): 589 - 613. 2008.\n \n\n\n\n
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@ARTICLE{langdon2008repeated,\n  author = {Langdon, WB and Banzhaf, W.},\n  title = {Repeated patterns in genetic programming},\n  journal = {Natural Computing},\n  year = {2008},\n  volume = {7},\n  pages = {589 - 613},\n  number = {4},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A SIMD interpreter for genetic programming on GPU graphics cards.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming,73 - 85. 2008.\n \n\n\n\n
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@ARTICLE{langdon2008simd,\n  author = {Langdon, W. and Banzhaf, W.},\n  title = {A SIMD interpreter for genetic programming on GPU graphics cards},\n  journal = {Genetic Programming},\n  year = {2008},\n  pages = {73 - 85},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An eigen analysis of the GP community.\n \n \n \n\n\n \n Langdon, W.; Poli, R.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 9(3): 171 - 182. 2008.\n \n\n\n\n
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@ARTICLE{langdon2008eigen,\n  author = {Langdon, WB and Poli, R. and Banzhaf, W.},\n  title = {An eigen analysis of the GP community},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2008},\n  volume = {9},\n  pages = {171 - 182},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A Developmental Approach to the Uncapacitated Examination Timetabling Problem.\n \n \n \n\n\n \n Pillay, N.; and Banzhaf, W.\n\n\n \n\n\n\n In Rudolph, G.; and et al. , editor(s), Parallel Problem Solving from Nature - PPSN X, volume 5199, of LNCS, pages 276 - 285, Berlin, 2008. Springer\n \n\n\n\n
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@INPROCEEDINGS{pillay2008developmental,\n  author = {Pillay, N. and Banzhaf, W.},\n  title = {A Developmental Approach to the Uncapacitated Examination Timetabling\n\tProblem},\n  booktitle = {Parallel Problem Solving from Nature - PPSN X},\n  year = {2008},\n  editor = {G. Rudolph and et al.},\n  volume = {5199},\n  series = {LNCS},\n  pages = {276 - 285},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A Filtering Algorithm for Approximate Pattern Matching with Reduced Verification.\n \n \n \n\n\n \n Richter, C.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report MUN-CS-2008-02, Department of Computer Science, Memorial University of Newfoundland, 2008.\n \n\n\n\n
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@TECHREPORT{richter2008filtering,\n  author = {Richter, C. and Banzhaf, W.},\n  title = {A Filtering Algorithm for Approximate Pattern Matching with Reduced\n\tVerification},\n  institution = {Department of Computer Science, Memorial University of Newfoundland},\n  year = {2008},\n  number = {MUN-CS-2008-02},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Patchwork Verification in a Filtering Approach to Approximate Pattern Matching.\n \n \n \n\n\n \n Richter, C.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report MUN-CS-2008-01, Department of Computer Science, Memorial University of Newfoundland, 2008.\n \n\n\n\n
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@TECHREPORT{richter2008patchwork,\n  author = {Richter, C. and Banzhaf, W.},\n  title = {Patchwork Verification in a Filtering Approach to Approximate Pattern\n\tMatching},\n  institution = {Department of Computer Science, Memorial University of Newfoundland},\n  year = {2008},\n  number = {MUN-CS-2008-01},\n  owner = {banzhaf},\n  timestamp = {2012.10.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving blackbox quantum algorithms using genetic programming.\n \n \n \n\n\n \n Stadelhofer, R.; Banzhaf, W.; and Suter, D.\n\n\n \n\n\n\n Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 22(3): 285 - 297. 2008.\n \n\n\n\n
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@ARTICLE{stadelhofer2008evolving,\n  author = {Stadelhofer, R. and Banzhaf, W. and Suter, D.},\n  title = {Evolving blackbox quantum algorithms using genetic programming},\n  journal = {Artificial Intelligence for Engineering Design, Analysis and Manufacturing},\n  year = {2008},\n  volume = {22},\n  pages = {285 - 297},\n  number = {3},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An artificial chemistry-based model of economies.\n \n \n \n\n\n \n Straatman, B.; White, R.; and Banzhaf, W.\n\n\n \n\n\n\n In Bullock, S.; Noble, J.; Watson, R.; and Bedau, M., editor(s), Proceedings of ALIFE XI, Winchester, UK, 2008, pages 592 - 599, Cambridge, MA, 2008. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{straatman2008artificial,\n  author = {Straatman, B. and White, R. and Banzhaf, W.},\n  title = {An artificial chemistry-based model of economies},\n  booktitle = {Proceedings of ALIFE XI, Winchester, UK, 2008},\n  year = {2008},\n  editor = {S. Bullock and J. Noble and R. Watson and M. Bedau},\n  pages = {592 - 599},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A comparison of Cartesian genetic programming and linear genetic programming.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In O’Neill, M.; Vanneschi, L.; Gustafson, S.; Esparcia-Alcazar, A.; and et al. , editor(s), Genetic Programming: Proc. of EuroGP 2008, Naples, Italy, 2008, volume 4971, of LNCS, pages 182 - 193, Berlin/Heidelberg, 2008. Springer\n \n\n\n\n
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@INPROCEEDINGS{wilson2008comparison,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {A comparison of Cartesian genetic programming and linear genetic\n\tprogramming},\n  booktitle = {Genetic Programming: Proc. of EuroGP 2008, Naples, Italy, 2008},\n  year = {2008},\n  editor = {M. O’Neill and L. Vanneschi and S. Gustafson and A. Esparcia-Alcazar\n\tand et al.},\n  volume = {4971},\n  series = {LNCS},\n  pages = {182 - 193},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Linear genetic programming GPGPU on Microsoft's Xbox 360.\n \n \n \n\n\n \n Wilson, G.; and Banzhaf, W.\n\n\n \n\n\n\n In IEEE World Congress on Computational Intelligence, 2008: IEEE Congress on Evolutionary Computation (CEC 2008), pages 378 - 385, 2008. IEEE, IEEE Press\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{wilson2008linear,\n  author = {Wilson, G. and Banzhaf, W.},\n  title = {Linear genetic programming GPGPU on Microsoft's Xbox 360},\n  booktitle = {IEEE World Congress on Computational Intelligence, 2008: IEEE Congress\n\ton Evolutionary Computation (CEC 2008)},\n  year = {2008},\n  pages = {378 - 385},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Combatting financial fraud: a coevolutionary anomaly detection approach.\n \n \n \n\n\n \n Wu, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Keijzer, M.; and at al. , editor(s), Proceedings of the 10th annual conference on Genetic and evolutionary computation (GECCO-2008), pages 1673 - 1680, New York, 2008. ACM, ACM Press\n \n\n\n\n
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@INPROCEEDINGS{wu2008combatting,\n  author = {Wu, S.X. and Banzhaf, W.},\n  title = {Combatting financial fraud: a coevolutionary anomaly detection approach},\n  booktitle = {Proceedings of the 10th annual conference on Genetic and evolutionary\n\tcomputation (GECCO-2008)},\n  year = {2008},\n  editor = {M. Keijzer and at al.},\n  pages = {1673 - 1680},\n  address = {New York},\n  organization = {ACM},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n  \n 2007\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Why complex systems engineering needs biological development.\n \n \n \n\n\n \n Banzhaf, W.; and Pillay, N.\n\n\n \n\n\n\n Complexity, 13(2): 12 - 21. 2007.\n \n\n\n\n
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@ARTICLE{banzhaf2007complex,\n  author = {Banzhaf, W. and Pillay, N.},\n  title = {Why complex systems engineering needs biological development},\n  journal = {Complexity},\n  year = {2007},\n  volume = {13},\n  pages = {12 - 21},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Wiley Online Library},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Linear Genetic Programming.\n \n \n \n\n\n \n Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n Springer, New York, 2007.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@BOOK{bb2007lgp,\n  title = {{Linear Genetic Programming}},\n  publisher = {Springer},\n  year = {2007},\n  author = {Brameier, M.F. and Banzhaf, W.},\n  address = {New York},\n  cites = {22},\n  owner = {banzhaf},\n  timestamp = {2007.07.22}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Fast genetic programming on GPUs.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In Ebner, M.; O’Neill, M.; Ekart, A.; Vanneschi, L.; and Esparcia-Alcazar, A., editor(s), Proc. of EuroGP 2007, Valencia, Spain, 2007, volume 4445, of LNCS, pages 90 - 101, Berlin, 2007. Springer\n \n\n\n\n
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@INPROCEEDINGS{harding2007fast,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Fast genetic programming on GPUs},\n  booktitle = {Proc. of EuroGP 2007, Valencia, Spain, 2007},\n  year = {2007},\n  editor = {M. Ebner and M. O’Neill and A. Ekart and L. Vanneschi and A. Esparcia-Alcazar},\n  volume = {4445},\n  series = {LNCS},\n  pages = {90 - 101},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Fast genetic programming and artificial developmental systems on GPUs.\n \n \n \n\n\n \n Harding, S.; and Banzhaf, W.\n\n\n \n\n\n\n In 21st International Symposium on High Performance Computing Systems and Applications, 2007. HPCS 2007, 2007. IEEE, IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{Harding2007,\n  author = {Harding, S. and Banzhaf, W.},\n  title = {Fast genetic programming and artificial developmental systems on\n\tGPUs},\n  booktitle = {21st International Symposium on High Performance Computing Systems\n\tand Applications, 2007. HPCS 2007},\n  year = {2007},\n  organization = {IEEE},\n  publisher = {IEEE Computer Society},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-Modifying Cartesian Genetic Programming.\n \n \n \n\n\n \n Harding, S.; Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Thierens, D.; and et al. , editor(s), Proc of the Genetic and Evolutionary Computation - GECCO, London, 2007, pages 1021 - 1028, New York, 2007. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{harding2007self-modi,\n  author = {Harding, S. and Miller, J. and Banzhaf, W.},\n  title = {Self-Modifying Cartesian Genetic Programming},\n  booktitle = {Proc of the Genetic and Evolutionary Computation - GECCO, London,\n\t\n\t2007},\n  year = {2007},\n  editor = {D. Thierens and et al.},\n  pages = {1021 - 1028},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Analysis of preferential network motif generation in an artificial regulatory network model created by duplication and divergence.\n \n \n \n\n\n \n Leier, A.; Kuo, P.; and Banzhaf, W.\n\n\n \n\n\n\n Advances in Complex Systems, 10(02): 155 - 172. 2007.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{leier2007analysis,\n  author = {Leier, A. and Kuo, P.D. and Banzhaf, W.},\n  title = {Analysis of preferential network motif generation in an artificial\n\tregulatory network model created by duplication and divergence},\n  journal = {Advances in Complex Systems},\n  year = {2007},\n  volume = {10},\n  pages = {155 - 172},\n  number = {02},\n  owner = {banzhaf},\n  publisher = {World Scientific Publishing Company},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Reducing the number of fitness evaluations in graph genetic programming using a canonical graph indexed database.\n \n \n \n\n\n \n Niehaus, J.; Igel, C.; and Banzhaf, W.\n\n\n \n\n\n\n Evolutionary Computation, 15(2): 199 - 221. 2007.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{niehaus2007reducing,\n  author = {Niehaus, J. and Igel, C. and Banzhaf, W.},\n  title = {Reducing the number of fitness evaluations in graph genetic programming\n\tusing a canonical graph indexed database},\n  journal = {Evolutionary Computation},\n  year = {2007},\n  volume = {15},\n  pages = {199 - 221},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {MIT Press},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A genetic programming approach to the generation of hyper-heuristics for the uncapacitated examination timetabling problem.\n \n \n \n\n\n \n Pillay, N.; and Banzhaf, W.\n\n\n \n\n\n\n In J. Neves, M. S.; and Machado, J., editor(s), Progress in Artificial Intelligence: Proc. of the 13th Portugese Conference on Artificial Intelligence, EPIA 2007, Dec 3-7, 2007, Guimaraes, Portugal, volume 4873, of LNAI, pages 223 - 234, Berlin/Heidelberg, 2007. Springer\n \n\n\n\n
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@INPROCEEDINGS{pillay2007genetic,\n  author = {Pillay, N. and Banzhaf, W.},\n  title = {A genetic programming approach to the generation of hyper-heuristics\n\tfor the uncapacitated examination timetabling problem},\n  booktitle = {Progress in Artificial Intelligence: Proc. of\n\t\n\tthe 13th Portugese Conference on Artificial Intelligence, EPIA 2007,\n\tDec 3-7, 2007,\n\t\n\tGuimaraes, Portugal},\n  year = {2007},\n  editor = {J. Neves, M. Santos and J. Machado},\n  volume = {4873},\n  series = {LNAI},\n  pages = {223 - 234},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming based DNA Microarray Analysis for Classification of Cancer.\n \n \n \n\n\n \n Rosskopf, M.; Schmidt, H.; Feldkamp, U.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report 2007-03, 2007.\n \n\n\n\n
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@TechReport{rosskopf2007genetic,\n  author    = {Rosskopf, M. and Schmidt, H.A. and Feldkamp, U. and Banzhaf, W.},\n  title     = {Genetic Programming based DNA Microarray Analysis for Classification of Cancer},\n  year      = {2007},\n  number    = {2007-03},\n  owner     = {banzhaf},\n  publisher = {Department of Computer Science, Memorial University},\n  timestamp = {2012.10.21},\n}\n\n\n\n
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\n  \n 2006\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n From Artificial Evolution to Computational Evolution: A Research Agenda.\n \n \n \n\n\n \n Banzhaf, W.; Beslon, G.; Christensen, S.; Foster, J.; Kepes, F.; Lefort, V.; Miller, J.; Radman, M.; and Ramsden, J.\n\n\n \n\n\n\n Nature Reviews Genetics, 7: 729 - 735. 2006.\n \n\n\n\n
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@ARTICLE{bbcfklmrr2006,\n  author = {Banzhaf, W. and Beslon, G. and Christensen, S. and Foster, J.A. and\n\tKepes, F. and Lefort, V. and Miller, J.F. and M. Radman and J.J.\n\tRamsden},\n  title = {From Artificial Evolution to Computational Evolution: A Research\n\tAgenda},\n  journal = {Nature Reviews Genetics},\n  year = {2006},\n  volume = {7},\n  pages = {729 - 735},\n  cites = {22},\n  file = {nrg2006-2.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/nrg2006-2.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution on neutral networks in genetic programming.\n \n \n \n\n\n \n Banzhaf, W.; and Leier, A.\n\n\n \n\n\n\n In Yu, T.; Riolo, R.; and Worzel, B., editor(s), Genetic programming theory and practice III, pages 207 - 221, New York, 2006. Springer\n \n\n\n\n
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@INPROCEEDINGS{banzhaf2006evolution,\n  author = {Banzhaf, W. and Leier, A.},\n  title = {Evolution on neutral networks in genetic programming},\n  booktitle = {Genetic programming theory and practice III},\n  year = {2006},\n  editor = {T. Yu and R. Riolo and B. Worzel},\n  pages = {207 - 221},\n  address = {New York},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Network topology and the evolution of dynamics in an artificial genetic regulatory network model created by whole genome duplication and divergence.\n \n \n \n\n\n \n Kuo, P.; Banzhaf, W.; and Leier, A.\n\n\n \n\n\n\n Biosystems, 85(3): 177 - 200. 2006.\n \n\n\n\n
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@ARTICLE{kuo2006network,\n  author = {Kuo, P.D. and Banzhaf, W. and Leier, A.},\n  title = {Network topology and the evolution of dynamics in an artificial genetic\n\tregulatory network model created by whole genome duplication and\n\tdivergence},\n  journal = {Biosystems},\n  year = {2006},\n  volume = {85},\n  pages = {177 - 200},\n  number = {3},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving noisy oscillatory dynamics in genetic regulatory networks.\n \n \n \n\n\n \n Leier, A.; Kuo, P.; Banzhaf, W.; and Burrage, K.\n\n\n \n\n\n\n In Collet, P.; Tomassini, M.; Ebner, M.; Gustafson, S.; and Ekart, A., editor(s), Proc. Genetic Programming: 9th European Conference, EuroGP 2006, Budapest, Hungary, volume 3905, of LNCS, pages 290 - 299, Berlin, 2006. Springer\n \n\n\n\n
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@INPROCEEDINGS{leier2006evolving,\n  author = {Leier, A. and Kuo, P. and Banzhaf, W. and Burrage, K.},\n  title = {Evolving noisy oscillatory dynamics in genetic regulatory networks},\n  booktitle = {Proc. Genetic Programming: 9th European Conference, EuroGP 2006,\n\tBudapest, Hungary},\n  year = {2006},\n  editor = {P. Collet and M. Tomassini and M.\n\t\n\tEbner and S. Gustafson and A. Ekart},\n  volume = {3905},\n  series = {LNCS},\n  pages = {290 - 299},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n  \n 2005\n \n \n (10)\n \n \n
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\n \n\n \n \n \n \n \n Challenging the program counter.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n 2005.\n not on website, not in CV\n\n\n\n
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@MISC{banzhaf2005challenging,\n  author = {Banzhaf, W.},\n  title = {Challenging the program counter},\n  year = {2005},\n  note = {not on website, not in CV},\n  booktitle = {The Grand Challenge in Non-Classical Computation: International Workshop,\n\tYork, UK},\n  owner = {banzhaf},\n  pages = {18 - 19},\n  publisher = {unpublished manuscript},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A new programming paradigm inspired by artificial chemistries.\n \n \n \n\n\n \n Banzhaf, W.; and Lasarczyk, C.\n\n\n \n\n\n\n In Banatre, J.; P, F.; Giavitto, J.; and Michel, O, editor(s), Unconventional Programming Paradigms: International Workshop UPP 2004, volume 3566, of LNCS, pages 97 - 97, Berlin, 2005. Springer\n \n\n\n\n
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@INPROCEEDINGS{banzhaf2005new,\n  author = {Banzhaf, W. and Lasarczyk, C.},\n  title = {A new programming paradigm inspired by artificial chemistries},\n  booktitle = {Unconventional Programming Paradigms: International Workshop UPP\n\t2004},\n  year = {2005},\n  editor = {Banatre, JP and Fradet P and Giavitto, JL and Michel, O},\n  volume = {3566},\n  series = {LNCS},\n  pages = {97 - 97},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming of an algorithmic chemistry.\n \n \n \n\n\n \n Banzhaf, W.; and Lasarczyk, C.\n\n\n \n\n\n\n In O’Reilly, U.; Yu, T.; Riolo, R.; and Worzel, B., editor(s), Genetic Programming Theory and Practice II, pages 175 - 190, New York, 2005. Springer US\n \n\n\n\n
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@INPROCEEDINGS{banzhaf2005genetic,\n  author = {Banzhaf, W. and Lasarczyk, C.},\n  title = {Genetic programming of an algorithmic chemistry},\n  booktitle = {Genetic Programming Theory and Practice II},\n  year = {2005},\n  editor = {U.M. O’Reilly and T. Yu and R. Riolo and B. Worzel},\n  pages = {175 - 190},\n  address = {New York},\n  publisher = {Springer US},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Vom Kriechen zum Laufen: Evolution des Laufens mit Genetischer Programmierung auf beliebigen Morphologien.\n \n \n \n\n\n \n Banzhaf, W.; and Ziegler, J.\n\n\n \n\n\n\n In Pfeiffer, F.; and Cruse, H., editor(s), Autonomes Laufen, pages 3 - 18. Springer, Berlin, 2005.\n not on website\n\n\n\n
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@INCOLLECTION{banzhaf2005kriechen,\n  author = {Banzhaf, W. and Ziegler, J.},\n  title = {Vom Kriechen zum Laufen: Evolution des Laufens mit Genetischer Programmierung\n\tauf beliebigen Morphologien},\n  booktitle = {Autonomes Laufen},\n  publisher = {Springer},\n  year = {2005},\n  editor = {F. Pfeiffer and H. Cruse},\n  pages = {3 - 18},\n  address = {Berlin},\n  note = {not on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Total Synthesis of Algorithmic Chemistries.\n \n \n \n\n\n \n C.Lasarczyk; and Banzhaf, W.\n\n\n \n\n\n\n In Beyer, H.; O’Reilly, U.; Arnold, D.; Banzhaf, W.; Blum, C.; Bonabeau, E.; Paz, E. C.; Dasgupta, D.; Deb, K.; Foster, J.; deJong , E.; Lipson, H.; Llora, X.; Mancoridis, S.; Pelikan, M .; Raidl, G.; Soule, T.; Tyrrell, A.; Watson, J.; and Zitzler, E., editor(s), Proceedings of the 2005 conference on Genetic and Evolutionary Computation (GECCO 2005), pages 1635 - 1640, New York, 2005. ACM Press\n \n\n\n\n
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@INPROCEEDINGS{lasar2005,\n  author = {C.Lasarczyk and W. Banzhaf},\n  title = {Total Synthesis of Algorithmic Chemistries},\n  booktitle = {Proceedings of the 2005 conference on Genetic and Evolutionary Computation\n\t(GECCO 2005)},\n  year = {2005},\n  editor = {H.G. Beyer and U.-M. O’Reilly and D. Arnold and W. Banzhaf and C.\n\tBlum and E. Bonabeau and E. Cantu-\n\t\n\tPaz and D. Dasgupta and K. Deb and J. Foster and E. deJong and H.\n\tLipson and X. Llora and S. Mancoridis and\n\t\n\tM . Pelikan and G. Raidl and T. Soule and A. Tyrrell and J.-P. Watson\n\tand E. Zitzler},\n  pages = {1635 - 1640},\n  address = {New York},\n  publisher = {ACM Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Repeated patterns in tree genetic programming.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n In Keijzer, M.; Tettamanzi, A.; Collet, P.; Tomassini, M.; and van Hemert, J., editor(s), Proc. 8th Europ. Conference on Genetic Programming, Lausanne, Schweiz, 2005, volume 3447, of LNCS, pages 143 - 143, Berlin, 2005. Springer\n \n\n\n\n
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@INPROCEEDINGS{langdon2005repeated,\n  author = {Langdon, W.B. and Banzhaf, W.},\n  title = {Repeated patterns in tree genetic programming},\n  booktitle = {Proc. 8th Europ. Conference on Genetic Programming, Lausanne, Schweiz,\n\t2005},\n  year = {2005},\n  editor = {M. Keijzer and A. Tettamanzi and P. Collet and M. Tomassini and J.\n\tvan Hemert},\n  volume = {3447},\n  series = {LNCS},\n  pages = {143 - 143},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Repeated sequences in linear genetic programming genomes.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n Complex Systems, 15(4): 285 - 306. 2005.\n \n\n\n\n
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@Article{lb2005rsil,\n  author    = {Langdon, W.B. and Banzhaf, W.},\n  title     = {{Repeated sequences in linear genetic programming genomes}},\n  year      = {2005},\n  volume    = {15},\n  number    = {4},\n  pages     = {285 - 306},\n  cites     = {20},\n  file      = {cs_repeat_linear.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/cs_repeat_linear.pdf:PDF},\n  journal   = {Complex Systems},\n  owner     = {banzhaf},\n  timestamp = {2009.11.08},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An algorithmic chemistry for genetic programming.\n \n \n \n\n\n \n Lasarczyk, C.; and Banzhaf, W.\n\n\n \n\n\n\n In Keijzer, M.; Tettamanzi, A.; Collet, P.; Tomassini, M.; and van Hemert, J., editor(s), Proc. 8th Europ. Conference on Genetic Programming, Lausanne, Schweiz, 2005, volume 3447, of LNCS, pages 1 - 12, 2005. Springer\n \n\n\n\n
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@INPROCEEDINGS{lasarczyk2005algorithmic,\n  author = {Lasarczyk, C. and Banzhaf, W.},\n  title = {An algorithmic chemistry for genetic programming},\n  booktitle = {Proc. 8th Europ. Conference on Genetic Programming, Lausanne, Schweiz,\n\t2005},\n  year = {2005},\n  editor = {M. Keijzer and A. Tettamanzi and P. Collet and M. Tomassini and J.\n\tvan Hemert},\n  volume = {3447},\n  series = {LNCS},\n  pages = {1 - 12},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Quantum and classical parallelism in parity algorithms for ensemble quantum computers.\n \n \n \n\n\n \n Stadelhofer, R.; Suter, D.; and Banzhaf, W.\n\n\n \n\n\n\n Physical Review A, 71(3): 032345. 2005.\n \n\n\n\n
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@ARTICLE{stadelhofer2005quantum,\n  author = {Stadelhofer, R. and Suter, D. and Banzhaf, W.},\n  title = {Quantum and classical parallelism in parity algorithms for ensemble\n\tquantum computers},\n  journal = {Physical Review A},\n  year = {2005},\n  volume = {71},\n  pages = {032345},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {APS},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Proceedings of the 2005 conference on Genetic and Evolutionary Computation (GECCO 2005).\n \n \n \n\n\n \n Beyer, H.; O’Reilly, U.; Arnold, D.; Banzhaf, W.; Blum, C.; Bonabeau, E.; Paz, E. C.; Dasgupta, D.; Deb, K.; Foster, J.; deJong , E.; Lipson, H.; Llora, X.; Mancoridis, S.; Pelikan, M .; Raidl, G.; Soule, T.; Tyrrell, A.; Watson, J.; and Zitzler, E.,\n editors.\n \n\n\n \n\n\n\n Volume 2 volumes.ACM, ACM Press. New York, 2005.\n \n\n\n\n
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@PROCEEDINGS{gecco2005,\n  title = {Proceedings of the 2005 conference on Genetic and Evolutionary Computation\n\t(GECCO 2005)},\n  year = {2005},\n  editor = {H.G. Beyer and U.-M. O’Reilly and D. Arnold and W. Banzhaf and C.\n\tBlum and E. Bonabeau and E. Cantu-\n\t\n\tPaz and D. Dasgupta and K. Deb and J. Foster and E. deJong and H.\n\tLipson and X. Llora and S. Mancoridis and\n\t\n\tM . Pelikan and G. Raidl and T. Soule and A. Tyrrell and J.-P. Watson\n\tand E. Zitzler},\n  volume = {2 volumes},\n  address = {New York},\n  publisher = {ACM Press},\n  organization = {ACM},\n  owner = {banzhaf},\n  pages = {1635 - 1640},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n  \n 2004\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n On evolutionary design, embodiment, and artificial regulatory networks.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Iida, F.; Pfeifer, R.; Steels, L.; and Kuniyoshi, Y., editor(s), Embodied Artificial Intelligence, volume 3139, of LNAI, pages 629 - 629. Springer, Berlin, 2004.\n \n\n\n\n
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@INCOLLECTION{banzhaf2004evolutionary,\n  author = {Banzhaf, W.},\n  title = {On evolutionary design, embodiment, and artificial regulatory networks},\n  booktitle = {Embodied Artificial Intelligence},\n  publisher = {Springer},\n  year = {2004},\n  editor = {F. Iida and R. Pfeifer and L. Steels and Y.\n\t\n\tKuniyoshi},\n  volume = {3139},\n  series = {LNAI},\n  pages = {629 - 629},\n  address = {Berlin},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Chemistries - Towards constructive dynamical systems.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Solid State Phenomena, 97: 43 - 50. 2004.\n \n\n\n\n
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@ARTICLE{banzhaf2004artificial,\n  author = {Banzhaf, W.},\n  title = {Artificial Chemistries - Towards constructive dynamical systems},\n  journal = {Solid State Phenomena},\n  year = {2004},\n  volume = {97},\n  pages = {43 - 50},\n  owner = {banzhaf},\n  publisher = {Trans Tech Publ},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Network motifs in natural and artificial transcriptional regulatory networks.\n \n \n \n\n\n \n Banzhaf, W.; and Kuo, P.\n\n\n \n\n\n\n Journal of Biological Physics and Chemistry, 4: 85 - 92. 2004.\n \n\n\n\n
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@ARTICLE{banzhaf2004network,\n  author = {Banzhaf, W. and Kuo, P.D.},\n  title = {Network motifs in natural and artificial transcriptional regulatory\n\tnetworks},\n  journal = {Journal of Biological Physics and Chemistry},\n  year = {2004},\n  volume = {4},\n  pages = {85 - 92},\n  owner = {banzhaf},\n  publisher = {Association of Modern Scientific Investigation},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The challenge of complexity.\n \n \n \n\n\n \n Banzhaf, W.; and Miller, J.\n\n\n \n\n\n\n In Menon, A., editor(s), Frontiers of Evolutionary Computation, pages 243 - 260. Kluwer Academic Publishers, Norwell, MA, 2004.\n \n\n\n\n
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@INCOLLECTION{banzhaf2004challenge,\n  author = {Banzhaf, W. and Miller, J.},\n  title = {The challenge of complexity},\n  booktitle = {Frontiers of Evolutionary Computation},\n  publisher = {Kluwer Academic Publishers},\n  year = {2004},\n  editor = {Menon, A.},\n  pages = {243 - 260},\n  address = {Norwell, MA},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic and Evolutionary Computation-GECCO 2004: Proceedings.\n \n \n \n\n\n \n Banzhaf, W.; Poli, R.; and Deb, K.\n\n\n \n\n\n\n Volume 3102 and 3103, of LNCS.Springer. Berlin, 2004.\n \n\n\n\n
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@Proceedings{banzhaf2004genetic,\n  title     = {Genetic and Evolutionary Computation-GECCO 2004: Proceedings},\n  year      = {2004},\n  editor    = {K. Deb and R. Poli and W. Banzhaf and H.-G. Beyer and E. Burke and P. Darwen and D. Dasgupta and D. Floreano and J. Foster and M. Harman and O. Holland and P.L. Lanzi and L. Spector and A. Tettamanzi and D. Thierens and A. Tyrrell},\n  subtitle  = {rrar},\n  volume    = {3102 and 3103},\n  series    = {LNCS},\n  publisher = {Springer},\n  address   = {Berlin},\n  author    = {Banzhaf, W. and Poli, R. and Deb, K.},\n  owner     = {banzhaf},\n  timestamp = {2012.10.21},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Microarray-Based in vitro Evaluation of DNA Oligomer Libraries Designed in silico.\n \n \n \n\n\n \n Feldkamp, U.; Wacker, R.; Schroeder, H.; Banzhaf, W.; and Niemeyer, C.\n\n\n \n\n\n\n ChemPhysChem, 5(3): 367 - 372. 2004.\n \n\n\n\n
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@ARTICLE{feldkamp2004microarray,\n  author = {Feldkamp, U. and Wacker, R. and Schroeder, H. and Banzhaf, W. and\n\tNiemeyer, C.M.},\n  title = {Microarray-Based in vitro Evaluation of DNA Oligomer Libraries Designed\n\tin silico},\n  journal = {ChemPhysChem},\n  year = {2004},\n  volume = {5},\n  pages = {367 - 372},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {WILEY-VCH Verlag},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Small world and scale-free network topologies in an artificial regulatory network model.\n \n \n \n\n\n \n Kuo, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Pollack, J.; Bedau, M.; Husbands, P.; Ikegami, T.; and Watson, R., editor(s), Proceedings of Artificial Life IX, Boston, MA, 2004, pages 404 - 409, Cambridge, MA, 2004. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{kuo2004small,\n  author = {Kuo, P.D. and Banzhaf, W.},\n  title = {Small world and scale-free network topologies in an artificial regulatory\n\tnetwork model},\n  booktitle = {Proceedings of Artificial Life IX, Boston, MA, 2004},\n  year = {2004},\n  editor = {J. Pollack and M. Bedau and P. Husbands and T. Ikegami and R. Watson},\n  pages = {404 - 409},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Setting a Good Example: Improving Generalization Performance in Support Vector Machines through Outlier Exclusion.\n \n \n \n\n\n \n Kuo, P.; and Banzhaf, W.\n\n\n \n\n\n\n 2004.\n Not on website, was submitted to PNAS or Nature/Science\n\n\n\n
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@UNPUBLISHED{kuo2004setting,\n  author = {Kuo, P.D. and Banzhaf, W.},\n  title = {Setting a Good Example: Improving Generalization Performance in Support\n\tVector Machines through Outlier Exclusion},\n  note = {Not on website, was submitted to PNAS or Nature/Science},\n  year = {2004},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving dynamics in an artificial regulatory network model.\n \n \n \n\n\n \n Kuo, P.; Leier, A.; and Banzhaf, W.\n\n\n \n\n\n\n In X., Y.; E., B.; J.A., L.; J., S.; J.J., M.; J.A., B.; J., R.; P., T.; A., K.; and H.-P., S., editor(s), Parallel Problem Solving from Nature-PPSN VIII, volume 3242, of LNCS, pages 571 - 580, Berlin/Heidelberg, 2004. Springer\n \n\n\n\n
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@INPROCEEDINGS{kuo2004evolving,\n  author = {Kuo, P. and Leier, A. and Banzhaf, W.},\n  title = {Evolving dynamics in an artificial regulatory network model},\n  booktitle = {Parallel Problem Solving from Nature-PPSN VIII},\n  year = {2004},\n  editor = {Yao X. and Burke E. and \n\t\n\tLozano J.A. and Smith J. and Merelo-Guervs J.J. and Bullinaria J.A.\n\tand Rowe J. and Tino P. and Kaban\n\t\n\tA. and Schwefel H.-P.},\n  volume = {3242},\n  series = {LNCS},\n  pages = {571 - 580},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Dynamic Subset Selection Based on a Fitness Case Topology.\n \n \n \n\n\n \n Lasarczyk, C.; Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n Evolutionary Computation, 12: 223 - 242. 2004.\n \n\n\n\n
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@ARTICLE{ldb2004,\n  author = {Lasarczyk, C. and Dittrich, P. and Banzhaf, W.},\n  title = {Dynamic Subset Selection Based on a Fitness Case Topology},\n  journal = {Evolutionary Computation},\n  year = {2004},\n  volume = {12},\n  pages = {223 - 242},\n  cites = {15},\n  file = {ECJ2004.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ECJ2004.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Comparison of selection strategies for evolutionary quantum circuit design.\n \n \n \n\n\n \n Leier, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Deb, K.; Poli, R.; Banzhaf, W.; Beyer, H.; Burke, E.; Darwen, P.; Dasgupta, D.; Floreano, D.; Foster, J.; Harman, M.; Holland, O.; Lanzi, P.; Spector, L.; Tettamanzi, A.; Thierens, D.; and Tyrrell, A., editor(s), Proceedings of the Genetic and Evolutionary Computation - GECCO 2004, volume 3103, of LNCS, pages 557 - 568, Berlin, 2004. Springer\n \n\n\n\n
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@INPROCEEDINGS{leier2004comparison,\n  author = {Leier, A. and Banzhaf, W.},\n  title = {Comparison of selection strategies for evolutionary quantum circuit\n\tdesign},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation - GECCO 2004},\n  year = {2004},\n  editor = {K. Deb and R. Poli and W. Banzhaf and H.-G. Beyer and E. Burke and\n\tP. Darwen and D. Dasgupta and D. Floreano and J. Foster and M. Harman\n\tand O. Holland and P.L. Lanzi and L. Spector and A. Tettamanzi and\n\tD. Thierens and A.\n\t\n\tTyrrell},\n  volume = {3103},\n  series = {LNCS},\n  pages = {557 - 568},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n  \n 2003\n \n \n (14)\n \n \n
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\n \n\n \n \n \n \n \n On the Dynamics of an Artificial Regulatory Network.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Christaller, T.; Dittrich, P.; Kim, J.; and Ziegler, J., editor(s), Advances in Artificial Life - Proceedings of the European Conference on Artificial Life 2003 (ECAL-2003), volume 2801, of LNAI, pages 217 - 227, Berlin, 2003. Springer\n \n\n\n\n
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@INPROCEEDINGS{b2003otdo,\n  author = {Banzhaf, W.},\n  title = {{On the Dynamics of an Artificial Regulatory Network}},\n  booktitle = {Advances in Artificial Life - Proceedings of the European Conference\n\ton Artificial Life 2003 (ECAL-2003)},\n  year = {2003},\n  editor = {Banzhaf, W. and T. Christaller and P. Dittrich and J. Kim and J.\n\tZiegler},\n  volume = {2801},\n  series = {LNAI},\n  pages = {217 - 227},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {22},\n  file = {ecal2003.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ecal2003.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial regulatory networks and genetic programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Riolo, R.; and Worzel, B., editor(s), Genetic Programming Theory and Practice, pages 43 - 62, Norwell, MA, 2003. Kluwer Academic Publishers\n \n\n\n\n
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@INPROCEEDINGS{banzhaf2003arn,\n  author = {Banzhaf, W.},\n  title = {{Artificial regulatory networks and genetic programming}},\n  booktitle = {Genetic Programming Theory and Practice},\n  year = {2003},\n  editor = {Riolo, R.L. and Worzel, B.},\n  pages = {43 - 62},\n  address = {Norwell, MA},\n  publisher = {Kluwer Academic Publishers},\n  cites = {25},\n  file = {toy_world3.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/toy_world3.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming and its application in machining technology.\n \n \n \n\n\n \n Banzhaf, W.; Brameier, M.; Stautner, M.; and Weinert, K.\n\n\n \n\n\n\n In Schwefel, H.; Wegener, I.; and Weinert, K., editor(s), Advances in Computational Intelligence, of Advances in Computational Intelligence, pages 194 - 241. Springer, Berlin, 2003.\n \n\n\n\n
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@INCOLLECTION{banzhaf20037,\n  author = {Banzhaf, W. and Brameier, M. and Stautner, M. and Weinert, K.},\n  title = {Genetic programming and its application in machining technology},\n  booktitle = {Advances in Computational Intelligence},\n  publisher = {Springer},\n  year = {2003},\n  editor = {H.-P. Schwefel and I. Wegener and K.\n\t\n\tWeinert},\n  series = {Advances in Computational Intelligence},\n  pages = {194 - 241},\n  address = {Berlin},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Neutral variations cause bloat in linear GP.\n \n \n \n\n\n \n Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Ryan, C.; Soule, T.; Keijzer, M.; Tsang, E.; Poli, R.; and Costa, E., editor(s), Proc. 6th Europ. Conference on Genetic Programming, Exeter, England, April 2003, volume 2610, of LNCS, pages 286 - 296, Berlin, 2003. Springer\n \n\n\n\n
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@INPROCEEDINGS{brameier2003neutral,\n  author = {Brameier, M. and Banzhaf, W.},\n  title = {Neutral variations cause bloat in linear GP},\n  booktitle = {Proc. 6th Europ. Conference on Genetic Programming, Exeter, England,\n\tApril 2003},\n  year = {2003},\n  editor = {C. Ryan and T. Soule and M. Keijzer and E. Tsang and R. Poli and\n\tE. Costa},\n  volume = {2610},\n  series = {LNCS},\n  pages = {286 - 296},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n How to Program an Artificial Chemistry.\n \n \n \n\n\n \n Busch, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; Christaller, T.; Dittrich, P.; Kim, J.; and Ziegler, J., editor(s), Advances in Artificial Life - Proceedings of the European Conference on Artificial Life 2003 (ECAL-2003), volume 2801, of LNAI, pages 20 - 30, Berlin, 2003. Springer\n \n\n\n\n
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@InProceedings{bb2003htpa,\n  author    = {Busch, J. and Banzhaf, W.},\n  title     = {{How to Program an Artificial Chemistry}},\n  booktitle = {Advances in Artificial Life - Proceedings of the European Conference on Artificial Life 2003 (ECAL-2003)},\n  year      = {2003},\n  editor    = {Banzhaf, W. and T. Christaller and P. Dittrich and J. Kim and J. Ziegler},\n  volume    = {2801},\n  series    = {LNAI},\n  publisher = {Springer},\n  pages     = {20 - 30},\n  address   = {Berlin},\n  cites     = {22},\n  file      = {BuschBanzhaf2003.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/BuschBanzhaf2003.pdf:PDF},\n  owner     = {banzhaf},\n  timestamp = {2008.11.20},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Software Tools for DNA Sequence Design.\n \n \n \n\n\n \n Feldkamp, U.; Rauhe, H.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 4: 153 - 171. 2003.\n \n\n\n\n
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@ARTICLE{frb2003,\n  author = {Feldkamp, U. and Rauhe, H. and Banzhaf, W.},\n  title = {Software Tools for DNA Sequence Design},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2003},\n  volume = {4},\n  pages = {153 - 171},\n  cites = {16},\n  file = {gpem2003.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/gpem2003.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving Hogg's quantum algorithm using linear-tree GP.\n \n \n \n\n\n \n Leier, A.; and Banzhaf, W.\n\n\n \n\n\n\n In E. Cantu-Paz, J. F.; Beyer, H.; Standish, R.; Kendall, G.; Wilson, S.; Harman, M.; Wegener, J.; Dasgupta, D.; Potter, M.; Schultz, A.; Dowsland, K.; Jonoska, N.; and Miller, J., editor(s), Proceedings of the Genetic and Evolutionary Computation Conference€(GECCO 2003), volume 2723, of LNCS, pages 390 - 400, Berlin, 2003. Springer\n \n\n\n\n
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@INPROCEEDINGS{leier2003evolving,\n  author = {Leier, A. and Banzhaf, W.},\n  title = {Evolving Hogg's quantum algorithm using linear-tree GP},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference€(GECCO\n\t2003)},\n  year = {2003},\n  editor = {E. Cantu-Paz, J. Foster, K. Deb, D. Davis, R. Roy,\n\t\n\tU.-M. O’Reilly and H.-G. Beyer and R. Standish and G. Kendall and\n\tS. Wilson and M. Harman and J.\n\t\n\tWegener and D. Dasgupta and M.A. Potter and A.C. Schultz and K. Dowsland\n\tand N. Jonoska and J.F.\n\t\n\tMiller},\n  volume = {2723},\n  series = {LNCS},\n  pages = {390 - 400},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Exploring the search space of quantum programs.\n \n \n \n\n\n \n Leier, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the 2003 Congress on Evolutionary Computation (CEC'03), 2003, volume 1, pages 170 - 177, 2003. IEEE, IEEE Press\n Not on website\n\n\n\n
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@INPROCEEDINGS{leier2003exploring,\n  author = {Leier, A. and Banzhaf, W.},\n  title = {Exploring the search space of quantum programs},\n  booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'03),\n\t2003},\n  year = {2003},\n  volume = {1},\n  pages = {170 - 177},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  note = {Not on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving the program for a cell: from french flags to boolean circuits.\n \n \n \n\n\n \n Miller, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Kumar, S.; and Bentley, P., editor(s), On Growth, Form and Computers, pages 278 - 301. Academic Press, New York, 2003.\n \n\n\n\n
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@INCOLLECTION{mb2003etpf,\n  author = {Miller, J.F. and Banzhaf, W.},\n  title = {{Evolving the program for a cell: from french flags to boolean circuits}},\n  booktitle = {On Growth, Form and Computers},\n  publisher = {Academic Press},\n  year = {2003},\n  editor = {Kumar, S. and Bentley, P.},\n  pages = {278 - 301},\n  address = {New York},\n  cites = {24},\n  file = {chapter_ongrowthandform.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/chapter_ongrowthandform.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n More on Computational Effort Statistics for Genetic Programming.\n \n \n \n\n\n \n Niehaus, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Ryan, C.; Soule, T.; Keijzer, M.; Tsang, E.; Poli, R.; and Costa, E., editor(s), Proc. 6th Europ. Conference on Genetic Programming, Exeter, England, April 2003, volume 2610, of LNCS, pages 164 - 172, Berlin, 2003. Springer\n \n\n\n\n
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@INPROCEEDINGS{niehaus2003,\n  author = {Niehaus, J. and Banzhaf, W.},\n  title = {More on Computational Effort Statistics for Genetic Programming},\n  booktitle = {Proc. 6th Europ. Conference on Genetic Programming, Exeter, England,\n\tApril 2003},\n  year = {2003},\n  editor = {C. Ryan and T. Soule and M. Keijzer and E. Tsang and R. Poli and\n\tE. Costa},\n  volume = {2610},\n  series = {LNCS},\n  pages = {164 - 172},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {16},\n  file = {lncs_ce.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/lncs_ce.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n On the Scalability of Social Order.\n \n \n \n\n\n \n P. Dittrich, T. K.; and Banzhaf, W.\n\n\n \n\n\n\n Journal of Artificial Societies and Social Simulation, 6(1). 2003.\n \n\n\n\n
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@ARTICLE{dkb2003otso,\n  author = {P. Dittrich, T. Kron and W. Banzhaf},\n  title = {On the Scalability of Social Order},\n  journal = {Journal of Artificial Societies and Social Simulation},\n  year = {2003},\n  volume = {6},\n  number = {1},\n  owner = {banzhaf},\n  timestamp = {2009.11.11}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n You can judge a book by its cover - Evolution of gait controllers based on program code analysis.\n \n \n \n\n\n \n Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n In G. Muscato, D. L., editor(s), Proc. Sixth Intl. Conf. Climbing and Walking Robots and the Support Technologies (CLAWAR 2003), pages 205 - 212, Bury St. Edmunds, U.K., 2003. Professional Engineering Publishers\n \n\n\n\n
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@INPROCEEDINGS{ziegler2003you,\n  author = {Ziegler, J. and Banzhaf, W.},\n  title = {You can judge a book by its cover - Evolution of gait controllers\n\tbased on program code analysis},\n  booktitle = {Proc. Sixth Intl. Conf. Climbing and Walking Robots and the Support\n\tTechnologies (CLAWAR 2003)},\n  year = {2003},\n  editor = {G. Muscato, D.\n\t\n\tLongo},\n  pages = {205 - 212},\n  address = {Bury St. Edmunds, U.K.},\n  publisher = {Professional Engineering Publishers},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Decreasing the number of evaluations in evolutionary algorithms by using a meta-model of the fitness function.\n \n \n \n\n\n \n Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Ryan, C.; Soule, T.; Keijzer, M.; Tsang, E.; Poli, R.; and Costa, E., editor(s), Proc. 6th Europ. Conference on Genetic Programming, Exeter, England, April 2003, volume 2610, of LNCS, pages 264-275, Berlin, 2003. Springer\n \n\n\n\n
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@INPROCEEDINGS{ziegler2003decreasing,\n  author = {Ziegler, J. and Banzhaf, W.},\n  title = {Decreasing the number of evaluations in evolutionary algorithms by\n\tusing a meta-model of the fitness function},\n  booktitle = {Proc. 6th Europ. Conference on Genetic Programming, Exeter, England,\n\tApril 2003},\n  year = {2003},\n  editor = {C. Ryan and T. Soule and M. Keijzer and E. Tsang and R. Poli and\n\tE. Costa},\n  volume = {2610},\n  series = {LNCS},\n  pages = {264-275},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Proceedings of 7th European Conference on Artificial Life (ECAL-2003).\n \n \n \n\n\n \n Banzhaf, W.; Christaller, T.; Dittrich, P.; Kim, J.; and Ziegler, J.,\n editors.\n \n\n\n \n\n\n\n Volume 2801, of Lecture Notes in Artificial Intelligence.Springer. Berlin, 2003.\n \n\n\n\n
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@PROCEEDINGS{b2003,\n  title = {Proceedings of 7th European Conference on Artificial Life (ECAL-2003)},\n  year = {2003},\n  editor = {W. Banzhaf and T. Christaller and P. Dittrich and J. Kim and J. Ziegler},\n  volume = {2801},\n  series = {Lecture Notes in Artificial Intelligence},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2009.11.11}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-Organizing Systems.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Meyers, R., editor(s), Encyclopedia of Physical Science and Technology, volume 14, pages 589 - 598. Academic Press, New York, 2002.\n \n\n\n\n
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@INCOLLECTION{b2002sos,\n  author = {W. Banzhaf},\n  title = {Self-Organizing Systems},\n  booktitle = {Encyclopedia of Physical Science and Technology},\n  publisher = {Academic Press},\n  year = {2002},\n  editor = {R.A. Meyers},\n  volume = {14},\n  pages = {589 - 598},\n  address = {New York},\n  owner = {banzhaf},\n  timestamp = {2009.11.11}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n On the Dynamics of Competition in a simple Artificial Chemistry.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n NONLINEAR PHENOMENA IN COMPLEX SYSTEMS, 5(4): 318 - 324. 2002.\n \n\n\n\n
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@ARTICLE{banzhaf2002dynamics,\n  author = {Banzhaf, W.},\n  title = {On the Dynamics of Competition in a simple Artificial Chemistry},\n  journal = {NONLINEAR PHENOMENA IN COMPLEX SYSTEMS},\n  year = {2002},\n  volume = {5},\n  pages = {318 - 324},\n  number = {4},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Some Considerations on the Reason for Bloat.\n \n \n \n\n\n \n Banzhaf, W.; and Langdon, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 3(1): 81 - 91. 2002.\n \n\n\n\n
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@ARTICLE{bl2002scot,\n  author = {Banzhaf, W. and Langdon, WB},\n  title = {{Some Considerations on the Reason for Bloat}},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2002},\n  volume = {3},\n  pages = {81 - 91},\n  number = {1},\n  cites = {69},\n  file = {genp_bloat.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/genp_bloat.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming.\n \n \n \n\n\n \n Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Lutton, E.; Foster, J.; Miller, J.; Ryan, C.; and Tettamanzi, A., editor(s), Proceedings of the 4th European Conference on Genetic Programming (EuroGP-2002), volume 2278, of LNCS, pages 37 - 49, Berlin, 2002. Springer\n \n\n\n\n
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@INPROCEEDINGS{bb2002ecod,\n  author = {Brameier, M. and Banzhaf, W.},\n  title = {{Explicit Control of Diversity and Effective Variation Distance in\n\tLinear Genetic Programming}},\n  booktitle = {Proceedings of the 4th European Conference on Genetic Programming\n\t(EuroGP-2002)},\n  year = {2002},\n  editor = {E. Lutton and J. Foster and J. Miller and C. Ryan and A. Tettamanzi},\n  volume = {2278},\n  series = {LNCS},\n  pages = {37 - 49},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {45},\n  file = {eurogp2002.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/eurogp2002.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Automatic Generation of Control Programs for Walking Robots Using Genetic Programming.\n \n \n \n\n\n \n Busch, J.; Ziegler, J.; Aue, C.; Ross, A.; Sawitzki, D.; and Banzhaf, W.\n\n\n \n\n\n\n In Lutton, E.; Foster, J.; Miller, J.; Ryan, C.; and Tettamanzi, A., editor(s), Proc. 4th Europ. Conference on Genetic Programming (EuroGP-2002), Kinsale, Ireland, volume 2278, of LNCS, pages 258 - 267, Berlin, 2002. Springer\n \n\n\n\n
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@INPROCEEDINGS{bzarsb2002agoc,\n  author = {Busch, J. and Ziegler, J. and Aue, C. and Ross, A. and Sawitzki,\n\tD. and Banzhaf, W.},\n  title = {{Automatic Generation of Control Programs for Walking Robots Using\n\tGenetic Programming}},\n  booktitle = {Proc. 4th Europ. Conference on Genetic Programming (EuroGP-2002),\n\tKinsale, Ireland},\n  year = {2002},\n  editor = {E. Lutton and J. Foster and J. Miller and C. Ryan and A. Tettamanzi},\n  volume = {2278},\n  series = {LNCS},\n  pages = {258 - 267},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {29},\n  file = {AGoCPfWRUGP.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/AGoCPfWRUGP.pdf:PDF},\n  journal = {LECTURE NOTES IN COMPUTER SCIENCE},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n DNASequenceGenerator: A Program for the Construction of DNA Sequences.\n \n \n \n\n\n \n Feldkamp, U.; Saghafi, S.; Banzhaf, W.; and Rauhe, H.\n\n\n \n\n\n\n In Jonoska, N.; and Seeman, N., editor(s), Proceedings 7th International Workshop on DNA-based Computing (DNA-7), Tampa, FL, June 2001, volume 2340, of LNCS, pages 23 - 32, Berlin, 2002. Springer\n \n\n\n\n
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@INPROCEEDINGS{feldkamp2002dpc,\n  author = {Feldkamp, U. and Saghafi, S. and Banzhaf, W. and Rauhe, H.},\n  title = {{DNASequenceGenerator: A Program for the Construction of DNA Sequences}},\n  booktitle = {Proceedings 7th International Workshop on DNA-based Computing (DNA-7),\n\tTampa, FL, June 2001},\n  year = {2002},\n  editor = {N. Jonoska and N. Seeman},\n  volume = {2340},\n  series = {LNCS},\n  pages = {23 - 32},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {43},\n  file = {DNA7.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DNA7.pdf:PDF},\n  journal = {LECTURE NOTES IN COMPUTER SCIENCE},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving Chess Playing Programs.\n \n \n \n\n\n \n Groß, R.; Albrecht, K.; Kantschik, W.; and Banzhaf, W.\n\n\n \n\n\n\n In Langdon, W.; Cantu-Paz, E.; Mathias, K.; Roy, R.; Davis, D.; Poli, R.; Balakrishnan, K.; Honavar, V.; Rudolph, G.; Wegener, J.; Bull, L.; Potter, M.; Schultz, A.; Miller, J.; Burke, E.; and Jonoska, N., editor(s), Proceedings of the Genetic and Evolutionary Computation Conference table of contents, pages 740 - 747, San Francisco, CA, USA, 2002. Morgan Kaufmann Publishers\n \n\n\n\n
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@INPROCEEDINGS{gakb2002ecpp,\n  author = {Gro{\\ss}, R. and Albrecht, K. and Kantschik, W. and Banzhaf, W.},\n  title = {{Evolving Chess Playing Programs}},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference\n\ttable of contents},\n  year = {2002},\n  editor = {W.B. Langdon and E. Cantu-Paz and K. Mathias and R. Roy and D. Davis\n\tand R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and\n\tJ. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F.\n\tMiller and E. Burke and N. Jonoska},\n  pages = {740 - 747},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann Publishers},\n  cites = {19},\n  file = {evochess_final.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/evochess_final.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Linear-Graph GP - A New GP Structure.\n \n \n \n\n\n \n Kantschik, W.; and Banzhaf, W.\n\n\n \n\n\n\n In Lutton, E.; Foster, J.; Miller, J.; Ryan, C.; and Tettamanzi, A., editor(s), Proc. 4th Europ. Conference on Genetic Programming (EuroGP-2002), Kinsale, Ireland, volume 2278, of LNCS, pages 83 - 92, Berlin, 2002. Springer\n \n\n\n\n
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@INPROCEEDINGS{kb2002lggp,\n  author = {Kantschik, W. and Banzhaf, W.},\n  title = {{Linear-Graph GP - A New GP Structure}},\n  booktitle = {Proc. 4th Europ. Conference on Genetic Programming (EuroGP-2002),\n\tKinsale, Ireland},\n  year = {2002},\n  editor = {E. Lutton and J. Foster and J. Miller and C. Ryan and A. Tettamanzi},\n  volume = {2278},\n  series = {LNCS},\n  pages = {83 - 92},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {32},\n  file = {eurogp02_lingraph.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/eurogp02_lingraph.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n INFORMATION-CARRYING AND INFORMATION-PROCESSING POLYMERS.\n \n \n \n\n\n \n Rauhe, H.; Feldkamp, U.; Banzhaf, W.; and Howard, J.\n\n\n \n\n\n\n January 9 2002.\n \n\n\n\n
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@PATENT{rauhe2002information,\n  nationality = {German},\n  number = {EP Patent 1,169,330},\n  year = {2002},\n  author = {Rauhe, H. and Feldkamp, U. and Banzhaf, W. and Howard, J.C.},\n  title = {INFORMATION-CARRYING AND INFORMATION-PROCESSING POLYMERS},\n  language = {English},\n  assignee = {Informium AG},\n  month = jan # {~9},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Automatic Evolution of Control Programs for a Small Humanoid Walking Robot.\n \n \n \n\n\n \n ZIEGLER, J.; BARNHOLT, J.; BUSCH, J.; and BANZHAF, W.\n\n\n \n\n\n\n In Bidaud, P.; and Amar, F. B., editor(s), Proceedings of the Fifth International Conference on Climbing and Walking Robots (CLAWAR-2002), pages 109 - 116, New York, 2002. Wiley\n ISBN 1 86058 380 6\n\n\n\n
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@INPROCEEDINGS{zbbb2002aeoc,\n  author = {ZIEGLER, J. and BARNHOLT, J. and BUSCH, J. and BANZHAF, W.},\n  title = {{Automatic Evolution of Control Programs for a Small Humanoid Walking\n\tRobot}},\n  booktitle = {Proceedings of the Fifth International Conference on Climbing and\n\tWalking Robots (CLAWAR-2002)},\n  year = {2002},\n  editor = {P. Bidaud and F. Ben Amar},\n  pages = {109 - 116},\n  address = {New York},\n  publisher = {Wiley},\n  note = {ISBN 1 86058 380 6},\n  cites = {17},\n  journal = {Climbing and Walking Robots and the Support Technologies for Mobile\n\tMachines},\n  owner = {banzhaf},\n  timestamp = {2008.11.21}\n}\n\n\n\n
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\n  \n 2001\n \n \n (15)\n \n \n
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\n \n\n \n \n \n \n \n Artificial intelligence: Genetic programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Smelser, N.; and Baltes, P., editor(s), International Encyclopedia of the Social and Behavioral Sciences, pages 789 - 792. Elsevier, 2001.\n \n\n\n\n
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@INCOLLECTION{banzhaf2001artificial,\n  author = {Banzhaf, W.},\n  title = {Artificial intelligence: Genetic programming},\n  booktitle = {International Encyclopedia of the\n\t\n\tSocial and Behavioral Sciences},\n  publisher = {Elsevier},\n  year = {2001},\n  editor = {N.J. Smelser and P.B. Baltes},\n  pages = {789 - 792},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A comparison of linear genetic programming and neural networks in medical data mining.\n \n \n \n\n\n \n Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation, 5(1): 17 - 26. 2001.\n \n\n\n\n
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@ARTICLE{bb2001acol,\n  author = {Brameier, M. and Banzhaf, W.},\n  title = {{A comparison of linear genetic programming and neural networks in\n\tmedical data mining}},\n  journal = {IEEE Transactions on Evolutionary Computation},\n  year = {2001},\n  volume = {5},\n  pages = {17 - 26},\n  number = {1},\n  cites = {156},\n  file = {IEEETA.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/IEEETA.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving Teams of Predictors with Linear Genetic Programming.\n \n \n \n\n\n \n Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 2(4): 381 - 407. 2001.\n \n\n\n\n
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@ARTICLE{bb2001etop,\n  author = {Brameier, M. and Banzhaf, W.},\n  title = {{Evolving Teams of Predictors with Linear Genetic Programming}},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2001},\n  volume = {2},\n  pages = {381 - 407},\n  number = {4},\n  cites = {37},\n  file = {gpem2001.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/gpem2001.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Survival of the Unfittest?-The Seceder Model and its Fitness Landscape.\n \n \n \n\n\n \n Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Kemelen, J; and Sosik, P, editor(s), Advances in Artificial Life, Proceedings of the 6th European Conference on Artificial Life, volume 2159, of LNCS, pages 100 - 109, Berlin/Heidelberg, 2001. Springer\n \n\n\n\n
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@INPROCEEDINGS{dittrich2001survival,\n  author = {Dittrich, P. and Banzhaf, W.},\n  title = {Survival of the Unfittest?-The Seceder Model and its Fitness Landscape},\n  booktitle = {Advances in Artificial Life, Proceedings of the 6th European Conference\n\ton Artificial Life},\n  year = {2001},\n  editor = {Kemelen, J and Sosik, P},\n  volume = {2159},\n  series = {LNCS},\n  pages = {100 - 109},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n On the Formation of Social Order - Modeling Luhmann's Double Contingency Problem.\n \n \n \n\n\n \n Dittrich, P.; Kron, T.; and Banzhaf, W.\n\n\n \n\n\n\n In Kazimierz-Dolny, V., editor(s), Paper presented at Simulating Society, September 21-24 2001, pages 21 - 24, 2001. \n Not on website, not in CV\n\n\n\n
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@INPROCEEDINGS{dittrich2001formation,\n  author = {Dittrich, P. and Kron, T. and Banzhaf, W.},\n  title = {On the Formation of Social Order - Modeling Luhmann's Double Contingency\n\tProblem},\n  booktitle = {Paper presented at Simulating Society, September 21-24 2001},\n  year = {2001},\n  editor = {Kazimierz-Dolny, V.},\n  pages = {21 - 24},\n  note = {Not on website, not in CV},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n Iterated mutual observation with genetic programming.\n \n \n \n \n\n\n \n Dittrich, P.; Kron, T.; Kuck, C.; and Banzhaf, W.\n\n\n \n\n\n\n Sozionik Aktuell, 2. 2001.\n Not a regular journal\n\n\n\n
\n\n\n\n \n \n \"IteratedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{dittrich2001iterated,\n  author = {Dittrich, P. and Kron, T. and Kuck, C. and Banzhaf, W.},\n  title = {Iterated mutual observation with genetic programming},\n  journal = {Sozionik Aktuell},\n  year = {2001},\n  volume = {2},\n  note = {Not a regular journal},\n  owner = {banzhaf},\n  timestamp = {2012.10.21},\n  url = {http://www.sozionik-aktuell}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Chemistries-A Review.\n \n \n \n\n\n \n Dittrich, P.; Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n Artificial Life, 7(3): 225 - 275. 2001.\n \n\n\n\n
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@ARTICLE{dzb2001acar,\n  author = {Dittrich, P. and Ziegler, J. and Banzhaf, W.},\n  title = {{Artificial Chemistries-A Review}},\n  journal = {Artificial Life},\n  year = {2001},\n  volume = {7},\n  pages = {225 - 275},\n  number = {3},\n  cites = {171},\n  file = {alchemistry_review_MIT.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/alchemistry_review_MIT.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Stability of metabolic and balanced organisations.\n \n \n \n\n\n \n di Fenizio, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Kemelen, J; and Sosik, P, editor(s), Advances in Artificial Life, Proceedings of the 6th European Conference on Artificial Life, volume 2159, of LNCS, pages 196 - 205, Berlin/Heidelberg, 2001. Springer\n \n\n\n\n
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@INPROCEEDINGS{di2001stability,\n  author = {di Fenizio, P. and Banzhaf, W.},\n  title = {Stability of metabolic and balanced organisations},\n  booktitle = {Advances in Artificial Life, Proceedings of the 6th European Conference\n\ton Artificial Life},\n  year = {2001},\n  editor = {Kemelen, J and Sosik, P},\n  volume = {2159},\n  series = {LNCS},\n  pages = {196 - 205},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Spontaneous formation of proto-cells in an universal artificial chemistry on a planar graph.\n \n \n \n\n\n \n di Fenizio, P.; Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Kemelen, J; and Sosik, P, editor(s), Advances in Artificial Life, Proceedings of the 6th European Conference on Artificial Life, volume 2159, of LNCS, pages 206 - 215, Berlin/Heidelberg, 2001. Springer\n \n\n\n\n
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@INPROCEEDINGS{Fenizio2001,\n  author = {di Fenizio, P. and Dittrich, P. and Banzhaf, W.},\n  title = {Spontaneous formation of proto-cells in an universal artificial chemistry\n\ton a planar graph},\n  booktitle = {Advances in Artificial Life, Proceedings of the 6th European Conference\n\ton Artificial Life},\n  year = {2001},\n  editor = {Kemelen, J and Sosik, P},\n  volume = {2159},\n  series = {LNCS},\n  pages = {206 - 215},\n  address = {Berlin/Heidelberg},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Linear-Tree GP and Its Comparison with Other GP Structures.\n \n \n \n\n\n \n Kantschik, W.; and Banzhaf, W.\n\n\n \n\n\n\n In J. Miller, M. T.; and Langdon, W. B., editor(s), Proceedings of 4th EuroGP Conference, Como 2001, volume 2038, of LNCS, pages 302 - 312, Berlin, 2001. Springer\n \n\n\n\n
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@INPROCEEDINGS{kb2001ltgp,\n  author = {Kantschik, W. and Banzhaf, W.},\n  title = {{Linear-Tree GP and Its Comparison with Other GP Structures}},\n  booktitle = {Proceedings of 4th EuroGP Conference, Como 2001},\n  year = {2001},\n  editor = {J. Miller, M. Tomassini, P.-L. Lanzi, C. Ryan, A. Tettamanzi and\n\tW. B. Langdon},\n  volume = {2038},\n  series = {LNCS},\n  pages = {302 - 312},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {23},\n  file = {eurogp01-1.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/eurogp01-1.pdf:PDF},\n  journal = {LECTURE NOTES IN COMPUTER SCIENCE},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution of Genetic Code on a Hard Problem.\n \n \n \n\n\n \n Keller, R.; and Banzhaf, W.\n\n\n \n\n\n\n In Spector, L.; Goodman, E.; Wu, A.; Langdon, W. B.; Voigt, H.; Gen, M.; Sen, S.; Dorigo, M.; Pezeshk, S.; Garzon, M.; and Burke, E., editor(s), Proceedings of the 3rd annual international Conference on Genetic and Evolutionary Computation (GECCO-2001), pages 50 - 56, San Francisco, CA, USA, 2001. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{kb2001,\n  author = {Keller, R. and Banzhaf, W.},\n  title = {Evolution of Genetic Code on a Hard Problem},\n  booktitle = {Proceedings of the 3rd annual international Conference on Genetic\n\tand Evolutionary Computation (GECCO-2001)},\n  year = {2001},\n  editor = {Spector, L. and Goodman, E.D. and Wu, A. and Langdon, W. B. and Voigt,\n\tH.M. and Gen, M. and Sen, S. and Dorigo, M. and Pezeshk, S. and Garzon,\n\tM. and Burke, E.},\n  pages = {50 - 56},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {14},\n  file = {KB_gecco2001.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/KB_gecco2001.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Adaption of Operator Probabilities in Genetic Programming.\n \n \n \n\n\n \n Niehaus, J.; and Banzhaf, W.\n\n\n \n\n\n\n In J. Miller, M. T.; and Langdon, W. B., editor(s), Proceedings of 4th EuroGP Conference, Como 2001, of LNCS, pages 325 - 336, Berlin, 2001. Springer\n \n\n\n\n
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@INPROCEEDINGS{nb2001,\n  author = {Niehaus, J. and Banzhaf, W.},\n  title = {Adaption of Operator Probabilities in Genetic Programming},\n  booktitle = {Proceedings of 4th EuroGP Conference, Como 2001},\n  year = {2001},\n  editor = {J. Miller, M. Tomassini, P.-L. Lanzi, C. Ryan, A. Tettamanzi and\n\tW. B. Langdon},\n  number = {2038},\n  series = {LNCS},\n  pages = {325 - 336},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {15},\n  file = {eurogp01-2.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/eurogp01-2.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution of robot leg movements in a physical simulation.\n \n \n \n\n\n \n Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n In und R. Dillmann, K. B., editor(s), Proceedings of the Fourth International Conference on Climbing and Walking Robots, CLAWAR, pages 395 - 402, 2001. Professional Engineering Publishing\n \n\n\n\n
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@INPROCEEDINGS{ziegler2001evolution,\n  author = {Ziegler, J. and Banzhaf, W.},\n  title = {Evolution of robot leg movements in a physical simulation},\n  booktitle = {Proceedings of the Fourth International Conference on Climbing and\n\tWalking Robots, CLAWAR},\n  year = {2001},\n  editor = {K. Berns und R. Dillmann},\n  pages = {395 - 402},\n  publisher = {Professional Engineering\n\t\n\tPublishing},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving Control Metabolisms for a Robot.\n \n \n \n\n\n \n Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n Artificial Life, 7(2): 171 - 190. 2001.\n \n\n\n\n
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@ARTICLE{zb2001ecmf,\n  author = {Ziegler, J. and Banzhaf, W.},\n  title = {{Evolving Control Metabolisms for a Robot}},\n  journal = {Artificial Life},\n  year = {2001},\n  volume = {7},\n  pages = {171 - 190},\n  number = {2},\n  cites = {20},\n  file = {ziegler01evolving.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ziegler01evolving.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Constructing a small humanoid walking robot as a platform for the genetic evolution of walking.\n \n \n \n\n\n \n Ziegler, J.; Wolff, K.; Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In R¨uckert, U., editor(s), Proceedings of the 5th International Heinz Nixdorf Symposium: Autonomous Minirobots for Research and Edutainment, AMiRE, volume 97, of HNI-Verlagsschriftenreihe, pages 51 - 59, Paderborn, 2001. Heinz Nixdorf Institut\n \n\n\n\n
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@INPROCEEDINGS{ziegler2001constructing,\n  author = {Ziegler, J. and Wolff, K. and Nordin, P. and Banzhaf, W.},\n  title = {Constructing a small humanoid walking robot as a platform for the\n\tgenetic evolution of walking},\n  booktitle = {Proceedings of the 5th International Heinz Nixdorf Symposium: Autonomous\n\tMinirobots for Research and Edutainment, AMiRE},\n  year = {2001},\n  editor = {U. R¨uckert},\n  volume = {97},\n  series = {HNI-Verlagsschriftenreihe},\n  pages = {51 - 59},\n  address = {Paderborn},\n  publisher = {Heinz Nixdorf Institut},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Editorial Introduction.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Genetic Programming and Evolvable Machines, 1: 5-6. 2000.\n \n\n\n\n
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@ARTICLE{b2000gpem,\n  author = {W. Banzhaf},\n  title = {Editorial Introduction},\n  journal = {Genetic Programming and Evolvable Machines},\n  year = {2000},\n  volume = {1},\n  pages = {5-6},\n  owner = {banzhaf},\n  timestamp = {2009.11.11}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming.\n \n \n \n\n\n \n Banzhaf, W.; Koza, J.; Ryan, C.; Spector, L.; and Jacob, C.\n\n\n \n\n\n\n Intelligent Systems and Their Applications, IEEE [see also IEEE Intelligent Systems], 15(3): 74 - 84. 2000.\n \n\n\n\n
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@ARTICLE{bkrsj2000gp,\n  author = {Banzhaf, W. and Koza, JR and Ryan, C. and Spector, L. and Jacob,\n\tC.},\n  title = {{Genetic programming}},\n  journal = {Intelligent Systems and Their Applications, IEEE [see also IEEE Intelligent\n\tSystems]},\n  year = {2000},\n  volume = {15},\n  pages = {74 - 84},\n  number = {3},\n  cites = {59},\n  file = {IEEE-IS.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/IEEE-IS.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Multi-agent systems inspired by artificial chemistries: a case study in automated theorem proving.\n \n \n \n\n\n \n Busch, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the Fourth International Conference on MultiAgent Systems, Boston, 2000, pages 371 - 372, 2000. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{busch2000multi,\n  author = {Busch, J. and Banzhaf, W.},\n  title = {Multi-agent systems inspired by artificial chemistries: a case study\n\tin automated theorem proving},\n  booktitle = {Proceedings of the Fourth International Conference on MultiAgent\n\tSystems, Boston, 2000},\n  year = {2000},\n  pages = {371 - 372},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Spontaneous Group Formation in the Seceder Model.\n \n \n \n\n\n \n Dittrich, P.; Liljeros, F.; Soulier, A.; and Banzhaf, W.\n\n\n \n\n\n\n Physical Review Letters, 84(14): 3205 - 3208. 2000.\n \n\n\n\n
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@ARTICLE{dlsb2000sgfi,\n  author = {Dittrich, P. and Liljeros, F. and Soulier, A. and Banzhaf, W.},\n  title = {{Spontaneous Group Formation in the Seceder Model}},\n  journal = {Physical Review Letters},\n  year = {2000},\n  volume = {84},\n  pages = {3205 - 3208},\n  number = {14},\n  cites = {23},\n  file = {PRL2000-3205.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/PRL2000-3205.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A vital two-dimensional assembler automaton.\n \n \n \n\n\n \n Dittrich, P.; Wulf, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Boudreau, E.; and Maley, C., editor(s), Workshop Proceedings of Artificial Life VII, Portland, Oregon, 2000. Citeseer\n not on website, not in CV\n\n\n\n
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@INPROCEEDINGS{dittrich2000vital,\n  author = {Dittrich, P. and Wulf, M. and Banzhaf, W.},\n  title = {A vital two-dimensional assembler automaton},\n  booktitle = {Workshop Proceedings of Artificial Life VII, Portland, Oregon},\n  year = {2000},\n  editor = {E. Boudreau and C. Maley},\n  organization = {Citeseer},\n  note = {not on website, not in CV},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n A DNA Sequence Compiler.\n \n \n \n \n\n\n \n Feldkamp, U.; Banzhaf, W.; and Rauhe, H.\n\n\n \n\n\n\n 2000.\n Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000\n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ELECTRONIC{fbr2000,\n  author = {Feldkamp, U. and Banzhaf, W. and Rauhe, H.},\n  year = {2000},\n  title = {A DNA Sequence Compiler},\n  note = {Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000},\n  url = {www.cs.mun.ca/~banzhaf/papers},\n  cites = {14},\n  file = {DNASeqComp.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DNASeqComp.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A less abstract artificial chemistry.\n \n \n \n\n\n \n di Fenizio, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Bedau, M.; McCaskill, J.; NH, P.; and Rasmussen, S, editor(s), Artificial Life VII, pages 49 - 53, Cambridge, MA, 2000. MIT Press\n Not on Website either\n\n\n\n
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@INPROCEEDINGS{di2000less,\n  author = {di Fenizio, P.S. and Banzhaf, W.},\n  title = {A less abstract artificial chemistry},\n  booktitle = {Artificial Life VII},\n  year = {2000},\n  editor = {Bedau, MA and McCaskill, JS and Packard NH and Rasmussen, S},\n  pages = {49 - 53},\n  address = {Cambridge, MA},\n  publisher = {MIT Press},\n  note = {Not on Website either},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n Towards a theory of organizations.\n \n \n \n \n\n\n \n di Fenizio, P.; Dittrich, P.; Banzhaf, W.; and Ziegler, J.\n\n\n \n\n\n\n In Fifth German Workshop on Artificial Life (GWAL 2000), Bayreuth, pages 10, 2000. \n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{di2000towards,\n  author    = {di Fenizio, P.S. and Dittrich, P. and Banzhaf, W. and Ziegler, J.},\n  title     = {Towards a theory of organizations},\n  booktitle = {Fifth German Workshop on Artificial Life (GWAL 2000), Bayreuth},\n  year      = {2000},\n  number    = {7},\n  pages     = {10},\n  url       = {http://www.cs.mun.ca/~banzhaf/al.html#Towards%20a%20Theory%20of%20Organizations},\n  comment   = {Not in CV},\n  owner     = {banzhaf},\n  timestamp = {2012.10.21},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming bloat without semantics.\n \n \n \n\n\n \n Langdon, W.; and Banzhaf, W.\n\n\n \n\n\n\n In Schoenauer, M.; Deb, K.; Rudolph, G.; Yao, X.; Lutton, E.; Merelo, J.; and Schwefel, H., editor(s), Parallel Problem Solving from Nature PPSN VI, of LNCS, pages 201 - 210, Berlin, 2000. Springer\n \n\n\n\n
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@INPROCEEDINGS{langdon2000genetic,\n  author = {Langdon, W. and Banzhaf, W.},\n  title = {Genetic programming bloat without semantics},\n  booktitle = {Parallel Problem Solving from Nature PPSN VI},\n  year = {2000},\n  editor = {M. Schoenauer and K. Deb and G. Rudolph and X. Yao and E.\n\t\n\tLutton and J.J. Merelo and H.P. Schwefel},\n  series = {LNCS},\n  pages = {201 - 210},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Cryptography with DNA binary strands.\n \n \n \n\n\n \n Leier, A.; Richter, C.; Banzhaf, W.; and Rauhe, H.\n\n\n \n\n\n\n BioSystems, 57(1): 13 - 22. 2000.\n \n\n\n\n
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@ARTICLE{lrbr2000cwdb,\n  author = {Leier, A. and Richter, C. and Banzhaf, W. and Rauhe, H.},\n  title = {{Cryptography with DNA binary strands}},\n  journal = {BioSystems},\n  year = {2000},\n  volume = {57},\n  pages = {13 - 22},\n  number = {1},\n  cites = {24},\n  file = {DNACrypt.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DNACrypt.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Computer implemented machine learning method and system.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n October 3 2000.\n US Patent 6,128,607\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@PATENT{nordin2000computer,\n  number = {United States Patent number 6,128,607},\n  year = {2000},\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {Computer implemented machine learning method and system},\n  assignee = {Self},\n  month = oct # {~3},\n  note = {US Patent 6,128,607},\n  owner = {banzhaf},\n  publisher = {Google Patents},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n INFORMATION-CARRYING AND INFORMATION-PROCESSING POLYMERS.\n \n \n \n\n\n \n RAUHE, H.; FELDKAMP, U.; and BANZHAF, W.\n\n\n \n\n\n\n October 12 2000.\n WO Patent WO/2000/059,917\n\n\n\n
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@PATENT{rauhe2000information,\n  nationality = {German},\n  number = {WO Patent WO/2000/059,917},\n  year = {2000},\n  author = {RAUHE, H. and FELDKAMP, U. and BANZHAF, W.},\n  title = {INFORMATION-CARRYING AND INFORMATION-PROCESSING POLYMERS},\n  assignee = {Informium AG},\n  month = oct # {~12},\n  note = {WO Patent WO/2000/059,917},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n Digital DNA Molecules.\n \n \n \n \n\n\n \n Rauhe, H.; Voppert, G.; Feldkamp, U.; Banzhaf, W.; and Howard, J.\n\n\n \n\n\n\n 2000.\n Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000\n\n\n\n
\n\n\n\n \n \n \"DigitalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ELECTRONIC{rvfbh2000,\n  author = {Rauhe, H. and Voppert, G. and Feldkamp, U. and Banzhaf, W. and Howard,\n\tJ.},\n  year = {2000},\n  title = {Digital DNA\n\t\n\tMolecules},\n  note = {Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000},\n  url = {www.cs.mun.ca/~banzhaf/papers},\n  cites = {14},\n  file = {DNASeqComp.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DNASeqComp.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n Private and public key DNA steganography.\n \n \n \n \n\n\n \n Richter, C.; Leier, A.; Banzhaf, W.; and Rauhe, H.\n\n\n \n\n\n\n 2000.\n Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000\n\n\n\n
\n\n\n\n \n \n \"PrivatePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ELECTRONIC{rlbr2000,\n  author = {Richter, C. and Leier, A. and Banzhaf, W. and Rauhe, H.},\n  year = {2000},\n  title = {Private and public key DNA steganography},\n  note = {Proceedings 6th DIMACS Workshop on DNA-Computing, Leiden, 2000},\n  url = {www.cs.mun.ca/~banzhaf/papers},\n  cites = {14},\n  file = {DNASeqComp.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DNASeqComp.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Künstliche Chemie.\n \n \n \n\n\n \n Skusa, A.; Banzhaf, W.; Busch, J.; Dittrich, P.; and Ziegler, J.\n\n\n \n\n\n\n KI, 14(1): 12 - 19. 2000.\n \n\n\n\n
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@ARTICLE{Skusa2000,\n  author = {Skusa, A. and Banzhaf, W. and Busch, J. and Dittrich, P. and Ziegler,\n\tJ.},\n  title = {K{\\"u}nstliche Chemie},\n  journal = {KI},\n  year = {2000},\n  volume = {14},\n  pages = {12 - 19},\n  number = {1},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming: Proceedings of the 3rd European Workshop Conference, Edinburgh, Scotland, UK, April 15-16, 2000.\n \n \n \n\n\n \n Poli, R.; Banzhaf, W.; Langdon, W.; Miller, J.; Nordin, P.; and Fogarty, T.,\n editors.\n \n\n\n \n\n\n\n Volume 1802, of LNCS.Springer. Berlin, 2000.\n \n\n\n\n
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@PROCEEDINGS{banzhaf2000genetic,\n  title = {Genetic Programming: Proceedings of the 3rd European Workshop Conference,\n\tEdinburgh, Scotland, UK, April 15-16, 2000},\n  year = {2000},\n  editor = {Poli, R. and Banzhaf, W. and Langdon, W.B. and Miller, J.F. and Nordin,\n\tP. and Fogarty, T.C.},\n  volume = {1802},\n  series = {LNCS},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.21}\n}\n\n\n\n
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\n  \n 1999\n \n \n (15)\n \n \n
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\n \n\n \n \n \n \n \n GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference.\n \n \n \n\n\n \n Banzhaf, W.; Daida, J.; Eiben, A.; Garzon, M.; Honavar, V.; Jakiela, M.; and Smith, R.\n\n\n \n\n\n\n Morgan Kaufmann. San Francisco, CA, USA, 1999.\n \n\n\n\n
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@PROCEEDINGS{banzhaf1999gpg,\n  title = {{GECCO-99: Proceedings of the Genetic and Evolutionary Computation\n\tConference.}},\n  year = {1999},\n  editor = {Banzhaf, W. and J. Daida, A.E. Eiben, M. H. Garzon, V. Honavar, M.\n\tJakiela and R. E. Smith},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  author = {Banzhaf, W. and Daida, J. and Eiben, A.E. and Garzon, M.H. and Honavar,\n\tV. and Jakiela, M. and Smith, R.E.},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Selforganization in a system of binary strings with topological interactions.\n \n \n \n\n\n \n Banzhaf, W.; Dittrich, P.; and Eller, B.\n\n\n \n\n\n\n Physica D, 125: 85 - 104. 1999.\n \n\n\n\n
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@ARTICLE{bde1999,\n  author = {Banzhaf, W. and Dittrich, P. and Eller, B.},\n  title = {Selforganization in a system of binary strings with topological interactions},\n  journal = {Physica D},\n  year = {1999},\n  volume = {125},\n  pages = {85 - 104},\n  cites = {14},\n  file = {physica_d125.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/physica_d125.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Dynamical properties of the fitness landscape of a GP Controlled random morphology robot.\n \n \n \n\n\n \n Dittrich, P.; Skusa, A.; Kantschik, W.; and Banzhaf, W.\n\n\n \n\n\n\n In W. Banzhaf, J. D.; and Smith, R. E., editor(s), Proceedings of the Genetic and Evolutionary Computation Conference, pages 1002 - 1008, San Francisco, CA, 1999. Morgan Kaufmann\n Not yet on website\n\n\n\n
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@INPROCEEDINGS{dittrich1999dynamical,\n  author = {Dittrich, P. and Skusa, A. and Kantschik, W. and Banzhaf, W.},\n  title = {Dynamical properties of the fitness landscape of a GP Controlled\n\trandom morphology robot},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n  year = {1999},\n  editor = {W. Banzhaf, J. Daida, A.E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela\n\tand R. E. Smith},\n  pages = {1002 - 1008},\n  address = {San Francisco, CA},\n  publisher = {Morgan Kaufmann},\n  note = {Not yet on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Homologous crossover in genetic programming.\n \n \n \n\n\n \n Francone, F.; Conrads, M.; Banzhaf, W.; and Nordin, P.\n\n\n \n\n\n\n In W. Banzhaf, J. D.; and Smith, R. E., editor(s), Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1021 - 1026, San Francisco, CA, USA, 1999. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{fcbn1999hcig,\n  author = {Francone, F.D. and Conrads, M. and Banzhaf, W. and Nordin, P.},\n  title = {{Homologous crossover in genetic programming}},\n  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n  year = {1999},\n  editor = {W. Banzhaf, J. Daida, A.E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela\n\tand R. E. Smith},\n  volume = {2},\n  pages = {1021 - 1026},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {21},\n  file = {GP-463.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/GP-463.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Computer implemented machine learning and control system.\n \n \n \n\n\n \n Francone, F.; Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n August 31 1999.\n US Patent 5,946,673\n\n\n\n
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@PATENT{francone1999computer,\n  nationality = {US},\n  number = {US Patent 5,946,673},\n  year = {1999},\n  yearfiled = {1996},\n  author = {Francone, F.D. and Nordin, P. and Banzhaf, W.},\n  title = {Computer implemented machine learning and control system},\n  language = {English},\n  assignee = {Self},\n  month = aug # {~31},\n  note = {US Patent 5,946,673},\n  owner = {banzhaf},\n  publisher = {Google Patents},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Meta-Evolution in Graph GP.\n \n \n \n\n\n \n Kantschik, W.; Dittrich, P.; Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n In R. Poli, P. N.; and Fogarty, T., editor(s), Proceedings of 2nd European Workshop on Genetic Programming (EuroGP 1999), Gothenburg, Sweden, volume 1598, of LNCS, pages 15 - 28, Berlin, 1999. Springer\n \n\n\n\n
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@INPROCEEDINGS{kdbb1999meig,\n  author = {Kantschik, W. and Dittrich, P. and Brameier, M. and Banzhaf, W.},\n  title = {{Meta-Evolution in Graph GP}},\n  booktitle = {Proceedings of 2nd European Workshop on Genetic Programming (EuroGP\n\t1999), Gothenburg, Sweden},\n  year = {1999},\n  editor = {R. Poli, P. Nordin, W. Langdon and T. Fogarty},\n  volume = {1598},\n  series = {LNCS},\n  pages = {15 - 28},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {19},\n  file = {eurogp1999.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/eurogp1999.pdf:PDF},\n  journal = {LECTURE NOTES IN COMPUTER SCIENCE},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Empirical analysis of different levels of meta-evolution.\n \n \n \n\n\n \n Kantschik, W.; Dittrich, P.; Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on, volume 3, pages 2086 - 2093, Piscataway, NJ, USA, 1999. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{kantschik1999empirical,\n  author = {Kantschik, W. and Dittrich, P. and Brameier, M. and Banzhaf, W.},\n  title = {Empirical analysis of different levels of meta-evolution},\n  booktitle = {Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress\n\ton},\n  year = {1999},\n  volume = {3},\n  pages = {2086 - 2093},\n  address = {Piscataway, NJ, USA},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The evolution of genetic code in genetic programming.\n \n \n \n\n\n \n Keller, R.; and Banzhaf, W.\n\n\n \n\n\n\n In W. Banzhaf, J. D.; and Smith, R. E., editor(s), Proceedings of the 1. Genetic and Evolutionary Computation Conference, volume 2, pages 1077 - 1082, San Francisco, CA, USA, 1999. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{kb1999teog,\n  author = {Keller, R.E. and Banzhaf, W.},\n  title = {{The evolution of genetic code in genetic programming}},\n  booktitle = {Proceedings of the 1. Genetic and Evolutionary Computation Conference},\n  year = {1999},\n  editor = {W. Banzhaf, J. Daida, A.E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela\n\tand R. E. Smith},\n  volume = {2},\n  pages = {1077 - 1082},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {30},\n  file = {KB99.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/KB99.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.17}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n CAD surface reconstruction from digitized 3D point data with a genetic programming/evolution strategy hybrid.\n \n \n \n\n\n \n Keller, R.; Banzhaf, W.; Mehnen, J.; and Weinert, K.\n\n\n \n\n\n\n In Spector, L.; Langdon, W.; O'Reilly, U.; and Angeline, P., editor(s), Advances in genetic programming, volume 3, pages 41 - 65. MIT Press, Cambridge, 1999.\n \n\n\n\n
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@INCOLLECTION{keller1999cad,\n  author = {Keller, R.E. and Banzhaf, W. and Mehnen, J. and Weinert, K.},\n  title = {CAD surface reconstruction from digitized 3D point data with a genetic\n\tprogramming/evolution strategy hybrid},\n  booktitle = {Advances in genetic programming},\n  publisher = {MIT Press},\n  year = {1999},\n  editor = {L. Spector and W. Langdon and U. O'Reilly and P. Angeline},\n  volume = {3},\n  pages = {41 - 65},\n  address = {Cambridge},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Turing Complete Computer Implemented Machine Learning Method and System.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n 1999.\n \n\n\n\n
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@PATENT{nordin-patent1999,\n  nationality = {US},\n  number = {United States Patent number 5,946,674},\n  year = {1999},\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {Turing Complete Computer Implemented Machine Learning Method and\n\tSystem},\n  language = {English},\n  assignee = {Self},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Efficient evolution of machine code for CISC architectures using instruction blocks and homologous crossover.\n \n \n \n\n\n \n Nordin, P.; Banzhaf, W.; and Francone, F.\n\n\n \n\n\n\n In L. Spector, W. L.; and Angeline, P., editor(s), Advances in Genetic Programming 3, pages 275 - 299. MIT Press, Cambridge, MA, USA, 1999.\n \n\n\n\n
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@INCOLLECTION{nbf1999eeom,\n  author = {Nordin, P. and Banzhaf, W. and Francone, F.D.},\n  title = {{Efficient evolution of machine code for CISC architectures using\n\tinstruction blocks and homologous crossover}},\n  booktitle = {Advances in Genetic Programming 3},\n  publisher = {MIT Press},\n  year = {1999},\n  editor = {L. Spector, W. Langdon, U. O'Reilly and P. Angeline},\n  pages = {275 - 299},\n  address = {Cambridge, MA, USA},\n  cites = {25+18},\n  file = {aigp3.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/aigp3.pdf:PDF},\n  journal = {Mit Press Complex Adaptive Systems Series},\n  owner = {banzhaf},\n  timestamp = {2008.11.17}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Compression of effective size in genetic programming.\n \n \n \n\n\n \n Nordin, P.; Banzhaf, W.; and Francone, F.\n\n\n \n\n\n\n In Foundations of Genetic Programming, GECCO'99 workshop, 1999. Citeseer\n \n\n\n\n
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@INPROCEEDINGS{nordin1999compression,\n  author = {Nordin, P. and Banzhaf, W. and Francone, F.D.},\n  title = {Compression of effective size in genetic programming},\n  booktitle = {Foundations of Genetic Programming, GECCO'99 workshop},\n  year = {1999},\n  organization = {Citeseer},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n AIM-GP and parallelism.\n \n \n \n\n\n \n Nordin, P.; Hoffmann, F.; Francone, F.; Brameier, M.; and Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the 1999 Congress on Evolutionary Computation, 1999 (CEC 99), volume 2, pages 1059 - 1066, Piscataway, NJ, USA, 1999. IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{nhfbb1999agap,\n  author = {Nordin, P. and Hoffmann, F. and Francone, FD and Brameier, M. and\n\tBanzhaf, W.},\n  title = {{AIM-GP and parallelism}},\n  booktitle = {Proceedings of the 1999 Congress on Evolutionary Computation, 1999\n\t(CEC 99)},\n  year = {1999},\n  volume = {2},\n  pages = {1059 - 1066},\n  address = {Piscataway, NJ, USA},\n  publisher = {IEEE Press},\n  cites = {18},\n  file = {cec_parallel.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/cec_parallel.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Decreasing the Number of Evaluations in Evolutionary Algorithms by usaing a Meta-Model of the Fitness Function.\n \n \n \n\n\n \n Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n In R. Poli, P. N.; and Fogarty, T., editor(s), Proceedings of 2nd European Workshop on Genetic Programming (EuroGP 1999), Gothenburg, Sweden, volume 1598, of LNCS, pages 264 - 256, Berlin, 1999. Springer\n \n\n\n\n
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@INPROCEEDINGS{zb1999,\n  author = {Ziegler, J. and Banzhaf, W.},\n  title = {Decreasing the Number of Evaluations in Evolutionary Algorithms by\n\tusaing a Meta-Model of the Fitness Function},\n  booktitle = {Proceedings of 2nd European Workshop on Genetic Programming (EuroGP\n\t1999), Gothenburg, Sweden},\n  year = {1999},\n  editor = {R. Poli, P. Nordin, W. Langdon and T. Fogarty},\n  volume = {1598},\n  series = {LNCS},\n  pages = {264 - 256},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {14},\n  file = {lncs_decrease.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/lncs_decrease.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Foundations of Genetic Algorithms 5.\n \n \n \n\n\n \n Banzhaf, W.; and Reeves, C.,\n editors.\n \n\n\n \n\n\n\n Morgan Kaufmann. San Francisco, CA, USA, 1999.\n \n\n\n\n
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@PROCEEDINGS{br1999,\n  title = {Foundations of Genetic Algorithms 5},\n  year = {1999},\n  editor = {Banzhaf, W. and Reeves, C.},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n  \n 1998\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n Genetic Programming- An Introduction.\n \n \n \n\n\n \n Banzhaf, W.; Nordin, P.; Keller, R.; and Francone, F.\n\n\n \n\n\n\n Morgan Kaufmann, 1998.\n \n\n\n\n
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@BOOK{bnkf1998gpai,\n  title = {{Genetic Programming- An Introduction}},\n  publisher = {Morgan Kaufmann},\n  year = {1998},\n  author = {Banzhaf, W. and Nordin, P. and Keller, R. and Francone, F.},\n  cites = {1348},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n SYSGP-A C++ library of different GP variants.\n \n \n \n\n\n \n Brameier, M.; Kantschik, W.; Dittrich, P.; Banzhaf, W.; and others\n\n\n \n\n\n\n Technical Rep. No. CI-98/48, Collaborative Research Center, 531. 1998.\n \n\n\n\n
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@ARTICLE{brameier1998sysgp,\n  author = {Brameier, M. and Kantschik, W. and Dittrich, P. and Banzhaf, W. and\n\tothers},\n  title = {SYSGP-A C++ library of different GP variants},\n  journal = {Technical Rep. No. CI-98/48, Collaborative Research Center},\n  year = {1998},\n  volume = {531},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Speech sound discrimination with genetic programming.\n \n \n \n\n\n \n Conrads, M.; Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In W. Banzhaf, R. P.; and M. Schoenauer, T. F., editor(s), Proc. 1st European Workshop on Genetic Programming, EuroGP 1998, pages 113 - 129, Berlin, 1998. Springer\n \n\n\n\n
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@InProceedings{cnb1998ssdw,\n  author    = {Conrads, M. and Nordin, P. and Banzhaf, W.},\n  title     = {{Speech sound discrimination with genetic programming}},\n  booktitle = {Proc. 1st European Workshop on Genetic Programming, EuroGP 1998},\n  year      = {1998},\n  editor    = {W. Banzhaf, R. Poli, M. Schoenauer, T. Fogarty},\n  publisher = {Springer},\n  pages     = {113 - 129},\n  address   = {Berlin},\n  cites     = {9},\n  file      = {evogp.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/evogp.pdf:PDF},\n  owner     = {banzhaf},\n  timestamp = {2009.11.08},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-Evolution in a Constructive Binary String System.\n \n \n \n\n\n \n Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n Artificial Life, 4(2): 203 - 220. 1998.\n \n\n\n\n
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@ARTICLE{db1998seia,\n  author = {Dittrich, P. and Banzhaf, W.},\n  title = {{Self-Evolution in a Constructive Binary String System}},\n  journal = {Artificial Life},\n  year = {1998},\n  volume = {4},\n  pages = {203 - 220},\n  number = {2},\n  cites = {64},\n  file = {1410515.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/1410515.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Learning to Move a Robot with Random Morphology.\n \n \n \n\n\n \n Dittrich, P.; Buergel, A.; and Banzhaf, W.\n\n\n \n\n\n\n In Husbands, P.; and Meyer, J., editor(s), Proceedings EvoRobot-98, volume 1468, of LNCS, pages 165 - 178, Berlin, 1998. Springer\n \n\n\n\n
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@INPROCEEDINGS{dbb1998ltmr,\n  author = {Dittrich, P. and Buergel, A. and Banzhaf, W.},\n  title = {{Learning to Move a Robot with Random Morphology}},\n  booktitle = {Proceedings EvoRobot-98},\n  year = {1998},\n  editor = {P. Husbands and J.-A. Meyer},\n  volume = {1468},\n  series = {LNCS},\n  pages = {165 - 178},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {26},\n  file = {DBB98.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/DBB98.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Mesoscopic analysis of self-evolution in an artificial chemistry.\n \n \n \n\n\n \n Dittrich, P.; Ziegler, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Adami, C.; Belew, R.; Kitano, H.; and Taylor, C., editor(s), Proceedings of Artificial Life VI, pages 95 - 103, Cambridge, MA, USA, 1998. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{dittrich1998mesoscopic,\n  author = {Dittrich, P. and Ziegler, J. and Banzhaf, W.},\n  title = {Mesoscopic analysis of self-evolution in an artificial chemistry},\n  booktitle = {Proceedings of Artificial Life VI},\n  year = {1998},\n  editor = {C. Adami and R.K. Belew and H. Kitano\n\t\n\tand C.E. Taylor},\n  pages = {95 - 103},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution of a world model for a miniature robot using genetic programming.\n \n \n \n\n\n \n Nordin, P.; Banzhaf, W.; and Brameier, M.\n\n\n \n\n\n\n Robotics and Autonomous Systems, 25(1-2): 105 - 116. 1998.\n \n\n\n\n
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@ARTICLE{nbb1998eowm,\n  author = {Nordin, P. and Banzhaf, W. and Brameier, M.},\n  title = {{Evolution of a world model for a miniature robot using genetic programming}},\n  journal = {Robotics and Autonomous Systems},\n  year = {1998},\n  volume = {25},\n  pages = {105 - 116},\n  number = {1-2},\n  cites = {35},\n  file = {RoboticsAutonomousSys1998.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/RoboticsAutonomousSys1998.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Introduction to the special issue: Variable-length representation and noncoding segments for evolutionary algorithms.\n \n \n \n\n\n \n Wu, A.; and Banzhaf, W.\n\n\n \n\n\n\n Evolutionary Computation, 6(4): iii - vi. 1998.\n \n\n\n\n
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@ARTICLE{wu1998introduction,\n  author = {Wu, A.S. and Banzhaf, W.},\n  title = {Introduction to the special issue: Variable-length representation\n\tand noncoding segments for evolutionary algorithms},\n  journal = {Evolutionary Computation},\n  year = {1998},\n  volume = {6},\n  pages = {iii - vi},\n  number = {4},\n  owner = {banzhaf},\n  publisher = {MIT Press 238 Main St., Suite 500, Cambridge, MA 02142-1046 USA journals-info@\n\tmit. edu},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Towards a metabolic robot control system.\n \n \n \n\n\n \n Ziegler, J.; Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Holcombe, W.; and Paton, R., editor(s), Information Processing in Cells and Tissues, pages 305 - 317, New York, 1998. Plenum Press\n \n\n\n\n
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@INPROCEEDINGS{ziegler1998towards,\n  author = {Ziegler, J. and Dittrich, P. and Banzhaf, W.},\n  title = {Towards a metabolic robot control system},\n  booktitle = {Information Processing in Cells and Tissues},\n  year = {1998},\n  editor = {W.M.L. Holcombe and R. Paton},\n  pages = {305 - 317},\n  address = {New York},\n  publisher = {Plenum Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming: Proceedings of the First European Workshop on Genetic Programming (EuroGP'98), Paris, France, April 1998.\n \n \n \n\n\n \n Banzhaf, W.; Poli, R.; Schoenauer, M.; and Fogarty, T.,\n editors.\n \n\n\n \n\n\n\n Volume 1391, of LNCS.Springer. Berlin, 1998.\n \n\n\n\n
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@PROCEEDINGS{bpsf1998gpfe,\n  title = {{Genetic Programming: Proceedings of the First European Workshop\n\ton Genetic Programming (EuroGP'98), Paris, France, April 1998}},\n  year = {1998},\n  editor = {Banzhaf, W. and Poli, R. and Schoenauer, M. and Fogarty, T.C.},\n  volume = {1391},\n  series = {LNCS},\n  address = {Berlin},\n  publisher = {Springer},\n  journal = {Lecture Notes in Computer Science},\n  owner = {banzhaf},\n  timestamp = {2008.11.17}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Programming 1998: Proceedings of the Third Annual Conference.\n \n \n \n\n\n \n Koza, J.; Banzhaf, W.; Chellapilla, K.; Deb, K.; Dorigo, M.; Fogel, D.; Garzon, M.; Goldberg, D.; Iba, H.; and Riolo, R.,\n editors.\n \n\n\n \n\n\n\n Morgan Kaufmann. San Francisco, CA, USA, 1998.\n \n\n\n\n
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@PROCEEDINGS{koza1998gpp,\n  title = {{Genetic Programming 1998: Proceedings of the Third Annual Conference}},\n  year = {1998},\n  editor = {Koza, JR and Banzhaf, W. and Chellapilla, K. and Deb, K. and Dorigo,\n\tM. and Fogel, DB and Garzon, MH and Goldberg, DE and Iba, H. and\n\tRiolo, RL},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  owner = {banzhaf},\n  pages = {159 - 161},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n  \n 1997\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Interactive evolution.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Baeck, T.; Fogel, D.; and Michalewicz, Z., editor(s), pages C2.9, 1 - 7. Institute of Physics Publishing and Oxford University Press, 1997.\n \n\n\n\n
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@INCOLLECTION{b1997ie,\n  author = {Banzhaf, W.},\n  title = {{Interactive evolution}},\n  publisher = {Institute of Physics Publishing and Oxford University Press},\n  year = {1997},\n  editor = {T. Baeck and D. Fogel and Z. Michalewicz},\n  pages = {C2.9, 1 - 7},\n  cites = {29},\n  file = {handbook1997.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/handbook1997.pdf:PDF},\n  journal = {Handbook of Evolutionary Computation},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n On some emergent properties of variable size evolutionary algorithms.\n \n \n \n\n\n \n Banzhaf, W.; Nordin, P.; and Francone, F.\n\n\n \n\n\n\n Position Paper a the Workshop on Evolutionary Computation with Variable Size Representation at ICGA-97. 1997.\n Not on website yet, now downloaded\n\n\n\n
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\n 
@ARTICLE{banzhaf1997some,\n  author = {Banzhaf, W. and Nordin, P. and Francone, F.},\n  title = {On some emergent properties of variable size evolutionary algorithms},\n  journal = {Position Paper a the Workshop on Evolutionary Computation with Variable\n\tSize Representation at ICGA-97},\n  year = {1997},\n  note = {Not on website yet, now downloaded},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Generating Adaptive Behavior for a Real Robot using Function Regression within Genetic Programming.\n \n \n \n\n\n \n Banzhaf, W.; Nordin, P.; and Olmer, M.\n\n\n \n\n\n\n In Koza, J.; Deb, K.; Dorigo, M.; Fogel, D.; Garzon, M.; Iba, H.; and Riolo, R., editor(s), Proceedings of the 2nd international Conference on Genetic Programming (GP-1997), pages 35 - 43, San Francisco, CA, USA, 1997. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{bno1997,\n  author = {Banzhaf, W. and Nordin, P. and Olmer, M.},\n  title = {Generating Adaptive Behavior for a Real Robot using Function Regression\n\twithin Genetic Programming},\n  booktitle = {Proceedings of the 2nd international Conference on Genetic Programming\n\t(GP-1997)},\n  year = {1997},\n  editor = {J. Koza and K. Deb and M. Dorigo and D. Fogel and M. Garzon and H.\n\tIba and R. Riolo},\n  pages = {35 - 43},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {13},\n  file = {robot_over.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/robot_over.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A topological structure based on hashing-emergence of a \"spatial\" organization.\n \n \n \n\n\n \n Dittrich, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Husbands, P.; and Harvey, I., editor(s), Proc. of the Fourth European Conference on Artificial Life (ECAL97), Cambridge, MA, USA, 1997. MIT Press\n Was electronically available. Seems to have been a poster?\n\n\n\n
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\n 
@INPROCEEDINGS{dittrich1997topological,\n  author = {Dittrich, P. and Banzhaf, W.},\n  title = {A topological structure based on hashing-emergence of a "spatial"\n\torganization},\n  booktitle = {Proc. of the Fourth European Conference on Artificial Life (ECAL97)},\n  year = {1997},\n  editor = {Husbands, P. and Harvey, I.},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  note = {Was electronically available. Seems to have been a poster?},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Macroscopic and microscopic computation in an artificial chemistry.\n \n \n \n\n\n \n Dittrich, P.; Banzhaf, W.; Rauhe, H.; and Ziegler, J.\n\n\n \n\n\n\n In Proc. Second German Workshop on Artificial Life (GWAL '97), pages 19 - 22, 1997. \n Workshop Paper\n\n\n\n
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@INPROCEEDINGS{dittrich1997macroscopic,\n  author = {Dittrich, P. and Banzhaf, W. and Rauhe, H. and Ziegler, J.},\n  title = {Macroscopic and microscopic computation in an artificial chemistry},\n  booktitle = {Proc. Second German Workshop on Artificial Life (GWAL '97)},\n  year = {1997},\n  pages = {19 - 22},\n  note = {Workshop Paper},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic Reasoning Evolving Proofs with Genetic.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Koza, J.; Deb, K.; Dorigo, M.; Fogel, D.; Garzon, M.; Iba, H.; and Riolo, R., editor(s), Proceedings of the Second Intl. Conference on Genetic Programming, Standford 1997 (GP-97), pages 255 - 260, San Francisco, CA, USA, 1997. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{nb1997grep,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Genetic Reasoning Evolving Proofs with Genetic}},\n  booktitle = {Proceedings of the Second Intl. Conference on Genetic Programming,\n\tStandford 1997 (GP-97)},\n  year = {1997},\n  editor = {Koza, J.R. and Deb, K. and Dorigo, M. and Fogel, D.B. and Garzon,\n\tM. and Iba, H. and Riolo, R.L.},\n  pages = {255 - 260},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {17},\n  file = {gen_reas.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/gen_reas.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An On-Line Method to Evolve Behavior and to Control a Miniature Robot in Real Time with Genetic Programming.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n Adaptive Behavior, 5(2): 107 - 140. 1997.\n \n\n\n\n
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\n 
@ARTICLE{nb1997aomt,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{An On-Line Method to Evolve Behavior and to Control a Miniature\n\tRobot in Real Time with Genetic Programming}},\n  journal = {Adaptive Behavior},\n  year = {1997},\n  volume = {5},\n  pages = {107 - 140},\n  number = {2},\n  cites = {83},\n  file = {adapt_behav.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/adapt_behav.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Real time control of a Khepera robot using genetic programming.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n Control and Cybernetics, 26: 533 - 562. 1997.\n \n\n\n\n
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\n 
@ARTICLE{nb1997rtco,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Real time control of a Khepera robot using genetic programming}},\n  journal = {Control and Cybernetics},\n  year = {1997},\n  volume = {26},\n  pages = {533 - 562},\n  cites = {44},\n  file = {(Real Time Control of a Khepera Robot using Genetic Programming) robot12.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/(Real Time Control of a Khepera Robot using Genetic Programming) robot12.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Introns in nature and in simulated structure evolution.\n \n \n \n\n\n \n Nordin, P.; Banzhaf, W.; and Francone, F.\n\n\n \n\n\n\n In Lundh, D.; Olsson, B.; and Narayanan, A., editor(s), Proceedings of Biocomputing and Emergent Computation (BCEC97), Skovde, Sweden, September 1-2, 1997, pages 22 - 35, Singapore, 1997. World Scientific\n \n\n\n\n
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@INPROCEEDINGS{nbf1997iina,\n  author = {Nordin, P. and Banzhaf, W. and Francone, F.D.},\n  title = {{Introns in nature and in simulated structure evolution}},\n  booktitle = {Proceedings of Biocomputing and Emergent Computation (BCEC97), Skovde,\n\tSweden, September 1-2, 1997},\n  year = {1997},\n  editor = {D. Lundh and B. Olsson and A. Narayanan},\n  pages = {22 - 35},\n  address = {Singapore},\n  publisher = {World Scientific},\n  cites = {25},\n  file = {introns1997.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/introns1997.pdf:PDF},\n  journal = {Bio-Computation and Emergent Computation, Skovde, Sweden},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n  \n 1996\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Emergent computation by catalytic reactions.\n \n \n \n\n\n \n Banzhaf, W.; Dittrich, P.; and Rauhe, H.\n\n\n \n\n\n\n Nanotechnology, 7: 307 - 314. 1996.\n \n\n\n\n
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@ARTICLE{bdr1996ecbc,\n  author = {Banzhaf, W. and Dittrich, P. and Rauhe, H.},\n  title = {{Emergent computation by catalytic reactions}},\n  journal = {Nanotechnology},\n  year = {1996},\n  volume = {7},\n  pages = {307 - 314},\n  cites = {31},\n  file = {nanotechnology7.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/nanotechnology7.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets.\n \n \n \n\n\n \n Banzhaf, W.; Francone, F.; and Nordin, P.\n\n\n \n\n\n\n In Ebeling, W.; Rechenberg, I.; Schwefel, H.; and Voigt, H., editor(s), Proceedings of the fourth PPSN Conference (PPSN IV), Berlin, 1996, volume 1141, of LNCS, pages 300 - 309, Berlin, 1996. Springer\n \n\n\n\n
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@INPROCEEDINGS{bfn1996teoe,\n  author = {Banzhaf, W. and Francone, F.D. and Nordin, P.},\n  title = {{The Effect of Extensive Use of the Mutation Operator on Generalization\n\tin Genetic Programming Using Sparse Data Sets}},\n  booktitle = {Proceedings of the fourth PPSN Conference (PPSN IV), Berlin, 1996},\n  year = {1996},\n  editor = {W. Ebeling and I. Rechenberg and H.P. Schwefel and H.M. Voigt},\n  volume = {1141},\n  series = {LNCS},\n  pages = {300 - 309},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {32},\n  file = {ppsn96_mut.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ppsn96_mut.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.13}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Benchmarking the generalization capabilities of a compiling genetic programming system using sparse data sets.\n \n \n \n\n\n \n Francone, F.; Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Koza, J.; Goldberg, D.; Fogel, D.; and Riolo, R., editor(s), Proceedings of the First Intl. Conference on Genetic Programming, Standford, 1996, volume 1996, pages 72 - 80, Cambridge, MA, USA, 1996. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{francone1996benchmarking,\n  author = {Francone, F.D. and Nordin, P. and Banzhaf, W.},\n  title = {Benchmarking the generalization capabilities of a compiling genetic\n\tprogramming system using sparse data sets},\n  booktitle = {Proceedings of the First Intl. Conference on Genetic Programming,\n\tStandford, 1996},\n  year = {1996},\n  editor = {J. Koza and D. Goldberg and D. Fogel and R. Riolo},\n  volume = {1996},\n  pages = {72 - 80},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Interactive evolution for simulated natural evolution.\n \n \n \n\n\n \n Graf, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Alliot, J.; Lutton, E.; Ronald, E.; Schoenauer, M.; and Snyers, D., editor(s), Selected contributions from Artificial Evolution (AE-95), Brest, France, 1995, volume 1063, of LNCS, pages 259 - 272, Berlin, 1996. Springer\n \n\n\n\n
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@INPROCEEDINGS{Graf1996,\n  author = {Graf, J. and Banzhaf, W.},\n  title = {Interactive evolution for simulated natural evolution},\n  booktitle = {Selected contributions from Artificial Evolution (AE-95), Brest,\n\tFrance, 1995},\n  year = {1996},\n  editor = {J.-M. Alliot and E. Lutton and E. Ronald and M. Schoenauer and D.\n\tSnyers},\n  volume = {1063},\n  series = {LNCS},\n  pages = {259 - 272},\n  address = {Berlin},\n  publisher = {Springer},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming using genotype-phenotype mapping from linear genomes into linear phenotypes.\n \n \n \n\n\n \n Keller, R.; and Banzhaf, W.\n\n\n \n\n\n\n In Koza, J.; Goldberg, D.; Fogel, D.; and Riolo, R., editor(s), Proceedings of the First Intl. Conference on Genetic Programming, Standford, 1996, pages 116 - 122, Cambridge, MA, USA, 1996. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{kb1996gpug,\n  author = {Keller, R.E. and Banzhaf, W.},\n  title = {{Genetic programming using genotype-phenotype mapping from linear\n\tgenomes into linear phenotypes}},\n  booktitle = {Proceedings of the First Intl. Conference on Genetic Programming,\n\tStandford, 1996},\n  year = {1996},\n  editor = {J. Koza and D. Goldberg and D. Fogel and R. Riolo},\n  pages = {116 - 122},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  cites = {53},\n  file = {lalr_gp96.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/lalr_gp96.pdf:PDF},\n  journal = {Genetic Programming},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Programmatic compression of images and sound.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Koza, J.; Goldberg, D.; Fogel, D.; and Riolo, R., editor(s), Proceedings of the First Intl. Conference on Genetic Programming, Standford, 1996, pages 345 - 350, Cambridge, MA, USA, 1996. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{nb1996pcoi,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Programmatic compression of images and sound}},\n  booktitle = {Proceedings of the First Intl. Conference on Genetic Programming,\n\tStandford, 1996},\n  year = {1996},\n  editor = {J. Koza and D. Goldberg and D. Fogel and R. Riolo},\n  pages = {345 - 350},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  cites = {39},\n  file = {gp96.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/gp96.pdf:PDF},\n  journal = {Genetic Programming},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic reasoning evolving proofs with genetic search.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report University of Dortmund, Department of Computer Science, SysReport, Dortmund, Germany, 1996.\n \n\n\n\n
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@TECHREPORT{nordin1996genetic,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {Genetic reasoning evolving proofs with genetic search},\n  institution = {University of Dortmund, Department of Computer Science, SysReport},\n  year = {1996},\n  type = {Technical Report},\n  address = {Dortmund, Germany},\n  owner = {banzhaf},\n  publisher = {Univ., Systems Analysis Research Group},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Explicitly Defined Introns and Destructive Crossover in Genetic Programming.\n \n \n \n\n\n \n Nordin, P.; Francone, F.; and Banzhaf, W.\n\n\n \n\n\n\n In Angeline, P.; and Kinnear, K., editor(s), Advances in Genetic Programming II, pages 111 - 134. MIT Press, Cambridge, MA, USA, 1996.\n \n\n\n\n
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@INCOLLECTION{nfb1996edia,\n  author = {Nordin, P. and Francone, F. and Banzhaf, W.},\n  title = {{Explicitly Defined Introns and Destructive Crossover in Genetic\n\tProgramming}},\n  booktitle = {Advances in Genetic Programming II},\n  publisher = {MIT Press},\n  year = {1996},\n  editor = {P. Angeline and K. Kinnear},\n  pages = {111 - 134},\n  address = {Cambridge, MA, USA},\n  cites = {183},\n  file = {aigp2.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/aigp2.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving real-time behavioral modules for a robot with GP.\n \n \n \n\n\n \n Olmer, M.; Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In M. Jamshidi, F. P., editor(s), Robotics and Manufacturing, Proc. 6th International Symposium on Robotics And Manufacturing (ISRAM-96), Montpellier, France, 1996, pages 675 - 680, New York, 1996. Asme Press\n \n\n\n\n
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@INPROCEEDINGS{onb1996,\n  author = {Olmer, M. and Nordin, P. and Banzhaf, W.},\n  title = {Evolving real-time behavioral modules for a robot with GP},\n  booktitle = {Robotics and Manufacturing, Proc. 6th International Symposium on\n\tRobotics And Manufacturing (ISRAM-96), Montpellier, France, 1996},\n  year = {1996},\n  editor = {M. Jamshidi, F. Pin, P. Dauchez},\n  pages = {675 - 680},\n  address = {New York},\n  publisher = {Asme Press},\n  cites = {13},\n  file = {isram96.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/isram96.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.16}\n}\n\n\n\n
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\n  \n 1995\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n Self-Organizing Algorithms Derived from RNA Interactions.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Banzhaf, W.; and Eeckman, F., editor(s), Evolution and Biocomputation, volume 899, of LNCS, pages 69 - 69. Springer, Berlin, 1995.\n \n\n\n\n
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@INCOLLECTION{banzhaf1995soad,\n  author = {Banzhaf, W.},\n  title = {{Self-Organizing Algorithms Derived from RNA Interactions}},\n  booktitle = {Evolution and Biocomputation},\n  publisher = {Springer},\n  year = {1995},\n  editor = {W. Banzhaf and F. Eeckman},\n  volume = {899},\n  series = {LNCS},\n  pages = {69 - 69},\n  address = {Berlin},\n  cites = {18},\n  file = {EvoBioComp1995.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/EvoBioComp1995.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Integer Rule String Detection System.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n 1995.\n \n\n\n\n
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@PATENT{banzhaf1992patent,\n  nationality = {German},\n  number = {United States Patent number\n\t\n\t5,428,709},\n  year = {1995},\n  yearfiled = {1993},\n  author = {W. Banzhaf},\n  title = {Integer Rule String Detection System},\n  language = {English},\n  assignee = {Mitsubishi Electric Research Labs},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Interactive Evolution of Images.\n \n \n \n\n\n \n Graf, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Fogel, D., editor(s), Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming, pages 53 - 65, Cambridge, MA, USA, 1995. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{gb1995ieoi,\n  author = {Graf, J. and Banzhaf, W.},\n  title = {{Interactive Evolution of Images}},\n  booktitle = {Evolutionary Programming IV: Proceedings of the Fourth Annual Conference\n\ton Evolutionary Programming},\n  year = {1995},\n  editor = {Fogel, D.},\n  pages = {53 - 65},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  cites = {48},\n  file = {ep95gb.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ep95gb.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An Expansion Operator for Interactive Evolution.\n \n \n \n\n\n \n Graf, J.; and Banzhaf, W.\n\n\n \n\n\n\n In Proc. IEEE Int. Conf. on Evolutionary Computation, Perth/Australia, pages 798 - 802, Piscataway, NJ, USA, 1995. IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{graf_exp1995,\n  author = {Graf, J. and Banzhaf, W.},\n  title = {An Expansion Operator for Interactive Evolution},\n  booktitle = {Proc. IEEE Int. Conf. on Evolutionary Computation, Perth/Australia},\n  year = {1995},\n  pages = {798 - 802},\n  address = {Piscataway, NJ, USA},\n  publisher = {IEEE Press},\n  cites = {14},\n  file = {icec95.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/icec95.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Information retrieval system.\n \n \n \n\n\n \n Nara, S.; Banzhaf, W.; Ishii, T.; and Iwamoto, T.\n\n\n \n\n\n\n March 21 1995.\n US Patent 5,400,436\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@PATENT{nara1995information,\n  nationality = {US},\n  number = {5,400,436},\n  year = {1995},\n  yearfiled = {1992},\n  author = {Nara, S. and Banzhaf, W. and Ishii, T. and Iwamoto, T.},\n  title = {Information retrieval system},\n  language = {English},\n  assignee = {Mitsubishi Electric Corporation},\n  month = mar # {~21},\n  note = {US Patent 5,400,436},\n  owner = {banzhaf},\n  publisher = {Google Patents},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Complexity compression and Evolution.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Eshelman, L., editor(s), Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95), pages 310 - 317, San Francisco, CA, USA, 1995. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{nb1995ccae,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Complexity compression and Evolution}},\n  booktitle = {Genetic Algorithms: Proceedings of the Sixth International Conference\n\t(ICGA95)},\n  year = {1995},\n  editor = {L. Eshelman},\n  pages = {310 - 317},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {183},\n  file = {icga95-1.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/icga95-1.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolving turing-complete programs for a register machine with self-modifying code.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Eshelman, L., editor(s), Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95), pages 318 - 325, San Francisco, CA, USA, 1995. Morgan Kaufmann\n \n\n\n\n
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@INPROCEEDINGS{nb1995etcp,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Evolving turing-complete programs for a register machine with self-modifying\n\tcode}},\n  booktitle = {Genetic Algorithms: Proceedings of the Sixth International Conference\n\t(ICGA95)},\n  year = {1995},\n  editor = {Eshelman, L.},\n  pages = {318 - 325},\n  address = {San Francisco, CA, USA},\n  publisher = {Morgan Kaufmann},\n  cites = {86},\n  file = {icga95-2.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/icga95-2.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genetic programming controlling a miniature robot.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Working Notes for the AAAI Symposium on Genetic Programming, of Fall Symposium Series, pages 61 - 67, 1995. AAAI, AAAI\n \n\n\n\n
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@INPROCEEDINGS{nb1995gpca,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Genetic programming controlling a miniature robot}},\n  booktitle = {Working Notes for the AAAI Symposium on Genetic Programming},\n  year = {1995},\n  series = {Fall Symposium Series},\n  pages = {61 - 67},\n  organization = {AAAI},\n  publisher = {AAAI},\n  cites = {51},\n  file = {AAAI-robot.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/AAAI-robot.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A Genetic Programming System Learning Obstacle Avoiding Behavior and Controlling a Miniature Robot in Real Time.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report SysReport 4/95, Dept. of Computer Science, University of Dortmund, Germany, 44221 Dortmund, Germany, 1995.\n \n\n\n\n
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@TECHREPORT{nb1995gpsl,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{A Genetic Programming System Learning Obstacle Avoiding Behavior\n\tand Controlling a Miniature Robot in Real Time}},\n  institution = {Dept. of Computer Science, University of Dortmund, Germany},\n  year = {1995},\n  number = {SysReport 4/95},\n  address = {44221 Dortmund, Germany},\n  cites = {19},\n  file = {SysReport4-95.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/SysReport4-95.pdf:PDF},\n  owner = {banzhaf},\n  publisher = {Univ., Systems Analysis Research Group},\n  timestamp = {2008.11.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Real Time Evolution of Behavior and a World Model for a Miniature Robot Using Genetic Programming.\n \n \n \n\n\n \n Nordin, P.; and Banzhaf, W.\n\n\n \n\n\n\n Technical Report SysReport 5/95, Chair of Systems Analysis, Department of Computer Science, University of Dortmund, 44221 Dortmund, Germany, 1995.\n \n\n\n\n
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@TECHREPORT{nb1995rteo,\n  author = {Nordin, P. and Banzhaf, W.},\n  title = {{Real Time Evolution of Behavior and a World Model for a Miniature\n\tRobot Using Genetic Programming}},\n  institution = {Chair of Systems Analysis, Department of Computer Science, University\n\tof Dortmund},\n  year = {1995},\n  number = {SysReport 5/95},\n  address = {44221 Dortmund, Germany},\n  cites = {23},\n  file = {mem_robot.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/mem_robot.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Evolution and biocomputation: computational models of evolution.\n \n \n \n\n\n \n Banzhaf, W.; and Eckman, F.,\n editors.\n \n\n\n \n\n\n\n Volume 899 of LNCSSpringer, Berlin, 1995.\n \n\n\n\n
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@BOOK{banzhaf1995evolution,\n  title = {Evolution and biocomputation: computational models of evolution},\n  publisher = {Springer},\n  year = {1995},\n  editor = {Banzhaf, W. and Eckman, F.H.},\n  volume = {899},\n  series = {LNCS},\n  address = {Berlin},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1994\n \n \n (8)\n \n \n
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\n \n\n \n \n \n \n \n Self-organisation in a system of binary strings.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Brooks, R.; and Maes, P., editor(s), Artificial life IV: Proceedings of the Fourth International Workshop on the Synthesis and Simulation of Living Systems, pages 109 - 118, Cambridge, MA, USA, 1994. MIT Press\n \n\n\n\n
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@INPROCEEDINGS{b1994soiasobs,\n  author = {Banzhaf, W.},\n  title = {{Self-organisation in a system of binary strings}},\n  booktitle = {Artificial life IV: Proceedings of the Fourth International Workshop\n\ton the Synthesis and Simulation of Living Systems},\n  year = {1994},\n  editor = {R. Brooks and P. Maes},\n  pages = {109 - 118},\n  address = {Cambridge, MA, USA},\n  publisher = {MIT Press},\n  cites = {42},\n  file = {alife94.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/alife94.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Genotype-Phenotype-Mapping and Neutral Variation-A Case Study in Genetic Programming.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Davidor, Y.; Schwefel, H.; and Maenner, R., editor(s), Proceedings of the third PPSN Conference (PPSN III), Jerusalem, 1994, of LNCS, pages 322 - 332, Berlin, 1994. Springer\n \n\n\n\n
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@INPROCEEDINGS{b1994gpma,\n  author = {Banzhaf, W.},\n  title = {{Genotype-Phenotype-Mapping and Neutral Variation-A Case Study in\n\tGenetic Programming}},\n  booktitle = {Proceedings of the third PPSN Conference (PPSN III), Jerusalem, 1994},\n  year = {1994},\n  editor = {Y. Davidor and H.P. Schwefel and R. Maenner},\n  series = {LNCS},\n  pages = {322 - 332},\n  address = {Berlin},\n  publisher = {Springer},\n  cites = {113},\n  file = {ppsn94.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/ppsn94.pdf:PDF},\n  journal = {LECTURE NOTES IN COMPUTER SCIENCE},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial Life and Self-organization.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Hopf, J., editor(s), Proc. of the KI-94 Workshop on Genetic Algorithms within the framework of Evolutionary Computation, of Technical Report, pages 16 - 26, 1994. MPI fuer Informatik\n Not on website\n\n\n\n
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@INPROCEEDINGS{banzhaf1994AL,\n  author = {Banzhaf, W.},\n  title = {Artificial Life and Self-organization},\n  booktitle = {Proc. of the KI-94 Workshop\n\t\n\ton Genetic Algorithms within the framework of Evolutionary Computation},\n  year = {1994},\n  editor = {Hopf, J.},\n  number = {MPI-94-241},\n  series = {Technical Report},\n  pages = {16 - 26},\n  publisher = {MPI fuer Informatik},\n  note = {Not on website},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Artificial selection in a system of self-replicating strings.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In IEEE World Congress on Computational Intelligence., Proceedings of the First IEEE Conference on Evolutionary Computation, 1994, pages 651 - 655, 1994. IEEE, IEEE Press\n \n\n\n\n
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@INPROCEEDINGS{banzhaf1994artificial,\n  author = {Banzhaf, W.},\n  title = {Artificial selection in a system of self-replicating strings},\n  booktitle = {IEEE World Congress on Computational Intelligence., Proceedings of\n\tthe First IEEE Conference on Evolutionary Computation, 1994},\n  year = {1994},\n  pages = {651 - 655},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Optical implementation of a competitive network for pattern recognition.\n \n \n \n\n\n \n Banzhaf, W.; Lange, E.; Oita, M.; Ohta, J.; Kyuma, K.; and Nakayama, T.\n\n\n \n\n\n\n In Plantamura, V.; B.Soucek; and G.Visaggio, editor(s), Frontier decision support concepts, of Wiley Series in Sixth Generation Computing Technologies, pages 357 - 390, New York, 1994. John Wiley & Sons, Inc.\n \n\n\n\n
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@INPROCEEDINGS{banzhaf1994optical,\n  author = {Banzhaf, W. and Lange, E. and Oita, M. and Ohta, J. and Kyuma, K.\n\tand Nakayama, T.},\n  title = {Optical implementation of a competitive network for pattern recognition},\n  booktitle = {Frontier decision support concepts},\n  year = {1994},\n  editor = {V.L. Plantamura and B.Soucek and G.Visaggio},\n  series = {Wiley Series in Sixth Generation Computing Technologies},\n  pages = {357 - 390},\n  address = {New York},\n  publisher = {John Wiley \\&amp; Sons, Inc.},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A Dynamical Implementation of Self-organizing Maps.\n \n \n \n\n\n \n Banzhaf, W.; and Schmutz, M.\n\n\n \n\n\n\n In Boebel, F.; and Wagner, T, editor(s), Proc. First Int. Conf. Applied Synergetics and Synergetic Engineering (ICASSE '94), Erlangen, 1994, pages 66 - 73, 1994. \n \n\n\n\n
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@INPROCEEDINGS{banzhaf1994dynamical,\n  author = {Banzhaf, W. and Schmutz, M.},\n  title = {A Dynamical Implementation of Self-organizing Maps},\n  booktitle = {Proc. First Int. Conf. Applied Synergetics and Synergetic Engineering\n\t(ICASSE '94), Erlangen, 1994},\n  year = {1994},\n  editor = {Boebel, FG and Wagner, T},\n  pages = {66 - 73},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Explicit maintenance of genetic diversity on genospaces.\n \n \n \n\n\n \n Keller, R.; and Banzhaf, W.\n\n\n \n\n\n\n 1994.\n \n\n\n\n
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@UNPUBLISHED{kb1994emog,\n  author = {Keller, R. and Banzhaf, W.},\n  title = {{Explicit maintenance of genetic diversity on genospaces}},\n  year = {1994},\n  cites = {16},\n  file = {genDiv.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/genDiv.pdf:PDF},\n  journal = {Unpublished manuscript},\n  owner = {banzhaf},\n  timestamp = {2008.11.21}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Pattern search using genetic algorithms and a neural network model.\n \n \n \n\n\n \n Nara, S.; and Banzhaf, W.\n\n\n \n\n\n\n Complex Systems, 8(4): 295 - 309. 1994.\n Not on website yet! Google wrong about it\n\n\n\n
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@ARTICLE{nara1994pattern,\n  author = {Nara, S. and Banzhaf, W.},\n  title = {Pattern search using genetic algorithms and a neural network model},\n  journal = {Complex Systems},\n  year = {1994},\n  volume = {8},\n  pages = {295 - 309},\n  number = {4},\n  note = {Not on website yet! Google wrong about it},\n  owner = {banzhaf},\n  publisher = {[Champaign, IL, USA: Complex Systems Publications, Inc., c1987-},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1993\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n Genetic Programming for Pedestrians.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Technical Report TR93-03, Mitsubishi Electric Research Labs, Cambridge, MA, USA, 1993.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@TECHREPORT{b1993gpfp,\n  author = {Banzhaf, W.},\n  title = {{Genetic Programming for Pedestrians}},\n  institution = {Mitsubishi Electric Research Labs},\n  year = {1993},\n  type = {Technical Report},\n  number = {TR93-03},\n  address = {Cambridge, MA, USA},\n  cites = {38},\n  file = {TR93-03.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/TR93-03.pdf:PDF},\n  owner = {banzhaf},\n  publisher = {Systems Analysis Research Group, University of Dortmund},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-Replicating Sequences of Binary Numbers.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Computers and Mathematics with Applications, 26(7): 1 - 8. 1993.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{b1993srso,\n  author = {Banzhaf, W.},\n  title = {{Self-Replicating Sequences of Binary Numbers}},\n  journal = {Computers and Mathematics with Applications},\n  year = {1993},\n  volume = {26},\n  pages = {1 - 8},\n  number = {7},\n  cites = {24},\n  file = {CompMathApp1993.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/CompMathApp1993.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.17}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-replicating sequences of binary numbers - II: Strings of length n= 4.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Biological Cybernetics, 69: 275 - 281. 1993.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{b1993srsoii,\n  author = {Banzhaf, W.},\n  title = {{Self-replicating sequences of binary numbers -  II: Strings of length\n\tn= 4}},\n  journal = {Biological Cybernetics},\n  year = {1993},\n  volume = {69},\n  pages = {275 - 281},\n  cites = {20},\n  file = {biolcyb1993ii.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/biolcyb1993ii.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Self-replicating sequences of binary numbers - I: Foundations.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Biological Cybernetics, 69: 269 - 274. 1993.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{banzhaf1993srsoi,\n  author = {Banzhaf, W.},\n  title = {{Self-replicating sequences of binary numbers  -  I: Foundations}},\n  journal = {Biological Cybernetics},\n  year = {1993},\n  volume = {69},\n  pages = {269 - 274},\n  cites = {16},\n  file = {biolcyb1993i.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/biolcyb1993i.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.19}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Functional ability of complex dynamics (in Japanese).\n \n \n \n\n\n \n Nara, S.; Davis, P.; and Banzhaf, W.\n\n\n \n\n\n\n In Aihara, K., editor(s), Chaos in Neural Systems, pages 285 - 329. Tokyo Denki University Press, Tokyo, 1993.\n not in website\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INCOLLECTION{nara1993functional,\n  author = {Nara, S. and Davis, P. and Banzhaf, W.},\n  title = {Functional ability of complex dynamics (in Japanese)},\n  booktitle = {Chaos in Neural Systems},\n  publisher = {Tokyo Denki University\n\t\n\tPress},\n  year = {1993},\n  editor = {Aihara, K.},\n  pages = {285 - 329},\n  address = {Tokyo},\n  note = {not in website},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1992\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Competition As An Organizational Principle For Massively Parallel Computers?.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Proc. of the Workshop on Physics and Computation, Dallas, Texas, pages 229 - 231, Los Alamitos, 1992. IEEE Computer Society Press\n Not in CV\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{banzhaf1992competition,\n  author = {Banzhaf, W.},\n  title = {Competition As An Organizational Principle For Massively Parallel\n\tComputers?},\n  booktitle = {Proc. of the Workshop on Physics and Computation, Dallas, Texas},\n  year = {1992},\n  pages = {229 - 231},\n  address = {Los Alamitos},\n  publisher = {IEEE Computer Society Press},\n  note = {Not in CV},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Pattern Segmentation using the TIM Neural Network Architecture.\n \n \n \n\n\n \n Banzhaf, W.; and Kyuma, K.\n\n\n \n\n\n\n In Proc. 2nd Int. Conf. on Fuzzy Systems and Neural Networks, Iizuka, Japan, 1992, pages 893 - 896, 1992. \n Not on website, google\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{banzhaf1992segmentation,\n  author = {Banzhaf, W. and Kyuma, K.},\n  title = {Pattern Segmentation using the TIM Neural Network\n\t\n\tArchitecture},\n  booktitle = {Proc. 2nd Int. Conf. on Fuzzy Systems and Neural Networks, Iizuka,\n\tJapan, 1992},\n  year = {1992},\n  pages = {893 - 896},\n  note = {Not on website, google},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Some notes on competition among cell assemblies.\n \n \n \n\n\n \n Banzhaf, W.; and Schmutz, M.\n\n\n \n\n\n\n International Journal of Neural Systems, 2(4): 303 - 313. 1992.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{banzhaf1992some,\n  author = {Banzhaf, W. and Schmutz, M.},\n  title = {Some notes on competition among cell assemblies},\n  journal = {International Journal of Neural Systems},\n  year = {1992},\n  volume = {2},\n  pages = {303 - 313},\n  number = {4},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Robust Competitive Networks.\n \n \n \n\n\n \n Schmutz, M.; and Banzhaf, W.\n\n\n \n\n\n\n Physical Review A, 45: 4132 - 4145. 1992.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{schnutz1992,\n  author = {Schmutz, M. and Banzhaf, W.},\n  title = {Robust Competitive Networks},\n  journal = {Physical Review A},\n  year = {1992},\n  volume = {45},\n  pages = {4132 - 4145},\n  cites = {16},\n  file = {PhysRevA45.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/PhysRevA45.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n  \n 1991\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Finding the global minimum of a low-dimensional spin-glass model.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Becker, J.; Eisele, I; and Muendemann, F., editor(s), Parallelism, Learning, Evolution, pages 442 - 456, Berlin, 1991. Springer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{banzhaf1991finding,\n  author = {Banzhaf, W.},\n  title = {Finding the global minimum of a low-dimensional spin-glass model},\n  booktitle = {Parallelism, Learning, Evolution},\n  year = {1991},\n  editor = {Becker, JD and Eisele, I and Muendemann, FW},\n  pages = {442 - 456},\n  address = {Berlin},\n  publisher = {Springer},\n  journal = {Parallelism, Learning, Evolution},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Processing spatio-temporal patterns by mapping time into intensity.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Proceedings of the International Joint Conference on Neural Networks (IJCNN-91), Seattle, 1991, volume 2, pages 871 - 877, 1991. IEEE, IEEE Press\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{banzhaf1991processing,\n  author = {Banzhaf, W.},\n  title = {Processing spatio-temporal patterns by mapping time into intensity},\n  booktitle = {Proceedings of the International Joint Conference on Neural Networks\n\t(IJCNN-91), Seattle, 1991},\n  year = {1991},\n  volume = {2},\n  pages = {871 - 877},\n  organization = {IEEE},\n  publisher = {IEEE Press},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n The time-into-intensity-mapping network.\n \n \n \n\n\n \n Banzhaf, W.; and Kyuma, K.\n\n\n \n\n\n\n Biological Cybernetics, 66(2): 115 - 121. 1991.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{banzhaf1991time,\n  author = {Banzhaf, W. and Kyuma, K.},\n  title = {The time-into-intensity-mapping network},\n  journal = {Biological Cybernetics},\n  year = {1991},\n  volume = {66},\n  pages = {115 - 121},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Springer Berlin/Heidelberg},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Pattern search using a Genetic Algorithm.\n \n \n \n\n\n \n Banzhaf, W.; and Nara, S.\n\n\n \n\n\n\n Japanese Journal on Condensed Matter Research, 56: 235 - 238. 1991.\n Not in google/website\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{banzhaf1991pattern,\n  author = {Banzhaf, W. and Nara, S.},\n  title = {Pattern search using a Genetic Algorithm},\n  journal = {Japanese Journal on Condensed Matter Research},\n  year = {1991},\n  volume = {56},\n  pages = {235 - 238},\n  note = {Not in google/website},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1990\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n The ''molecular'' traveling salesman.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Biological Cybernetics, 64(1): 7 - 14. 1990.\n \n\n\n\n
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@ARTICLE{b1990tmts,\n  author = {Banzhaf, W.},\n  title = {{The ''molecular'' traveling salesman}},\n  journal = {Biological Cybernetics},\n  year = {1990},\n  volume = {64},\n  pages = {7 - 14},\n  number = {1},\n  cites = {62},\n  file = {BioCybTMTS.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/BioCybTMTS.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.11.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n An energy function for specialization.\n \n \n \n\n\n \n Banzhaf, W.; and Haken, H.\n\n\n \n\n\n\n Physica D: Nonlinear Phenomena, 42(1): 257 - 264. 1990.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{banzhaf1990energy,\n  author = {Banzhaf, W. and Haken, H.},\n  title = {An energy function for specialization},\n  journal = {Physica D: Nonlinear Phenomena},\n  year = {1990},\n  volume = {42},\n  pages = {257 - 264},\n  number = {1},\n  owner = {banzhaf},\n  publisher = {North-Holland},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Learning in a Competitive Network.\n \n \n \n\n\n \n Banzhaf, W.; and Haken, H.\n\n\n \n\n\n\n Neural Networks, 3: 423 - 435. 1990.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{bh1990,\n  author = {Banzhaf, W. and Haken, H.},\n  title = {Learning in a Competitive Network},\n  journal = {Neural Networks},\n  year = {1990},\n  volume = {3},\n  pages = {423 - 435},\n  cites = {15},\n  file = {NeuralNetworks1990.pdf:/Users/banzhaf/Documents/MyPublications/MyPublications_PDFCopies/NeuralNetworks1990.pdf:PDF},\n  owner = {banzhaf},\n  timestamp = {2008.12.12}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A sparsely connected asymmetric neural network and its possible application to the processing of transient spatiotemporal signals.\n \n \n \n\n\n \n Banzhaf, W.; Ishii, T.; Nara, S.; and Nakayama, T.\n\n\n \n\n\n\n In Proceedings of the International Neural Network Conference (INNC - 1990), Paris, volume 2, pages 1005 - 1008, Dordrecht, 1990. Kluwer Academic Publishers\n Nicht auf website/google\n\n\n\n
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@INPROCEEDINGS{banzhaf1990sparse,\n  author = {Banzhaf, W. and Ishii, T. and Nara, S. and Nakayama, T.},\n  title = {A sparsely connected asymmetric\n\t\n\tneural network and its possible application to the processing of transient\n\tspatiotemporal\n\t\n\tsignals},\n  booktitle = {Proceedings of the International Neural Network Conference (INNC\n\t- 1990), Paris},\n  year = {1990},\n  volume = {2},\n  pages = {1005 - 1008},\n  address = {Dordrecht},\n  publisher = {Kluwer Academic Publishers},\n  note = {Nicht auf website/google},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1989\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n A network of multistate units capable of associative memory and pattern classification.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Physica D: Nonlinear Phenomena, 34(3): 418 - 426. 1989.\n \n\n\n\n
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@ARTICLE{banzhaf1989network,\n  author = {Banzhaf, W.},\n  title = {A network of multistate units capable of associative memory and pattern\n\tclassification},\n  journal = {Physica D: Nonlinear Phenomena},\n  year = {1989},\n  volume = {34},\n  pages = {418 - 426},\n  number = {3},\n  owner = {banzhaf},\n  publisher = {Elsevier},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A new dynamical approach to the travelling salesman problem.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Physics Letters A, 136(1): 45 - 51. 1989.\n \n\n\n\n
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@ARTICLE{banzhaf1989new,\n  author = {Banzhaf, W.},\n  title = {A new dynamical approach to the travelling salesman problem},\n  journal = {Physics Letters A},\n  year = {1989},\n  volume = {136},\n  pages = {45 - 51},\n  number = {1},\n  owner = {banzhaf},\n  publisher = {North-Holland},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Population processing - a powerful class of parallel algorithms.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n BioSystems, 22(2): 163 - 172. 1989.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{banzhaf1989population,\n  author = {Banzhaf, W.},\n  title = {Population processing - a powerful class of parallel algorithms},\n  journal = {BioSystems},\n  year = {1989},\n  volume = {22},\n  pages = {163 - 172},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Elsevier},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n A new learning algorithm for synergetic computers.\n \n \n \n\n\n \n Haken, H.; Haas, R.; and Banzhaf, W.\n\n\n \n\n\n\n Biological Cybernetics, 62(2): 107 - 111. 1989.\n \n\n\n\n
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@ARTICLE{haken1989new,\n  author = {Haken, H. and Haas, R. and Banzhaf, W.},\n  title = {A new learning algorithm for synergetic computers},\n  journal = {Biological Cybernetics},\n  year = {1989},\n  volume = {62},\n  pages = {107 - 111},\n  number = {2},\n  owner = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n  \n 1988\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Optimization by diploid search strategies.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Haken, H., editor(s), Neural and Synergetic Computers, Proc. Intl. Symp. on Synergetics, Schloss Elmau, Bavaria, 1988, pages 155 - 167, Berlin, 1988. Springer\n \n\n\n\n
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@INPROCEEDINGS{Banzhaf1988,\n  author = {Banzhaf, W.},\n  title = {Optimization by diploid search strategies},\n  booktitle = {Neural and Synergetic Computers, Proc. Intl. Symp. on Synergetics,\n\tSchloss Elmau,\n\t\n\tBavaria, 1988},\n  year = {1988},\n  editor = {Haken, H.},\n  pages = {155 - 167},\n  address = {Berlin},\n  publisher = {Springer},\n  journal = {Neural and Synergetic Computers, Proceedings of the International\n\tSymposium on Synergetics},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n On a simple stochastic neuron-like unit.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Biological Cybernetics, 60(2): 153 - 160. 1988.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@Article{banzhaf1988simple,\n  author    = {Banzhaf, W.},\n  title     = {On a simple stochastic neuron-like unit},\n  year      = {1988},\n  subtitle  = {e},\n  volume    = {60},\n  number    = {2},\n  pages     = {153 - 160},\n  journal   = {Biological Cybernetics},\n  owner     = {banzhaf},\n  publisher = {Springer},\n  timestamp = {2012.10.20},\n}\n\n\n\n
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\n  \n 1987\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Towards continuous models of Memory.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n In Caudill, M.; and Butler, C., editor(s), Proceedings IEEE 1st annual International Conference on Neural Networks (ICNN), San Diego, USA, Juni 1987, pages 223 - 230, Piscataway, NY, 1987. IEEE Press\n not uploaded?\n\n\n\n
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@INPROCEEDINGS{banzhaf1987ICNN,\n  author = {Banzhaf, W.},\n  title = {Towards continuous models of Memory},\n  booktitle = {Proceedings IEEE 1st annual International Conference on Neural Networks\n\t\n\t(ICNN), San Diego, USA, Juni 1987},\n  year = {1987},\n  editor = {Caudill, M. and Butler, C.},\n  pages = {223 - 230},\n  address = {Piscataway, NY},\n  publisher = {IEEE Press},\n  note = {not uploaded?},\n  owner = {banzhaf},\n  timestamp = {2012.10.20}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Spontaneous pattern classification by a dynamical system.\n \n \n \n\n\n \n Banzhaf, W.\n\n\n \n\n\n\n Journal de Physique, 48(12): 2027 - 2035. 1987.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@ARTICLE{banzhaf1987spontaneous,\n  author = {Banzhaf, W.},\n  title = {Spontaneous pattern classification by a dynamical system},\n  journal = {Journal de Physique},\n  year = {1987},\n  volume = {48},\n  pages = {2027 - 2035},\n  number = {12},\n  owner = {banzhaf},\n  publisher = {Soci{\\'e}t{\\'e} fran{\\c{c}}aise de physique},\n  timestamp = {2012.10.20}\n}\n\n
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\n  \n undefined\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n A Study of Severe Disruption in an Artificial Economy.\n \n \n \n\n\n \n Recio, G.; Banzhaf, W.; and White, R.\n\n\n \n\n\n\n In Artificial Life Conference Proceedings, pages 180-187, . MIT Press, Cambridge, MA, MIT Press\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{recio2020study,\n  author       = {Recio, Gustavo and Banzhaf, Wolfgang and White, Roger},\n  booktitle    = {Artificial Life Conference Proceedings},\n  date         = {2020},\n  title        = {A Study of Severe Disruption in an Artificial Economy},\n  organization = {MIT Press, Cambridge, MA},\n  pages        = {180-187},\n  publisher    = {MIT Press},\n  owner        = {banzhaf},\n  timestamp    = {2020.10.23},\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.\n \n \n \n\n\n \n Lu, Z.; Whalen, I.; Dhebar, Y.; Deb, K.; Goodman, E.; Banzhaf, W.; and Boddeti, V. N.\n\n\n \n\n\n\n , Early Access, DOI: 10.1109/TEVC.2020.3024708. .\n \n\n\n\n
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@Article{lu2020multi,\n  author       = {Lu, Zhichao and Whalen, Ian and Dhebar, Yashesh and Deb, Kalyanmoy and Goodman, Erik and Banzhaf, Wolfgang and Boddeti, Vishnu Naresh},\n  date         = {2020},\n  journaltitle = {IEEE Transactions on Evolutionary Computation},\n  title        = {Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification},\n  doi          = {DOI: 10.1109/TEVC.2020.3024708},\n  volume       = {Early Access, DOI: 10.1109/TEVC.2020.3024708},\n  owner        = {banzhaf},\n  timestamp    = {2020.10.23},\n}\n\n\n\n\n\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n Using Evolutionary Algorithms to Design Antennas with Greater Sensitivity to Ultra High Energy Neutrinos.\n \n \n \n\n\n \n J Rolla, A M.; A Patton, W B.; A Connolly, R D.; L Deer, E F.; E Ferstle, P K.; C Pfendner, B S.; and K Staats, S. W.\n\n\n \n\n\n\n . .\n \n\n\n\n
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@Article{rolla2021,\n  author       = {J Rolla, A Machtay, A Patton, W Banzhaf, A Connolly, R Debolt, L Deer, E Fahimi, E Ferstle, P Kuzma, C Pfendner, B Sipe, K Staats, SA Wissel},\n  date         = {2021},\n  journaltitle = {arXiv:2112.03246},\n  title        = {Using Evolutionary Algorithms to Design Antennas with Greater Sensitivity to Ultra High Energy Neutrinos},\n  owner        = {banzhaf},\n}\n\n
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\n \n\n \n \n \n \n \n Multi-Objective Evolutionary Design of Deep Convolutional Neural Net- works for Image Classification.\n \n \n \n\n\n \n Lu, Z.; Whalen, I.; Dhebar, Y.; Deb, K.; Goodman, E.; Banzhaf, W.; and Boddeti, V.\n\n\n \n\n\n\n , 25: 277-291. .\n \n\n\n\n
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@Article{lu2021,\n  author       = {Z. Lu and I. Whalen and Y. Dhebar and K. Deb and E. Goodman and W. Banzhaf and V.N. Boddeti},\n  date         = {2021},\n  journaltitle = {IEEE Transactions on Evolutionary Computation},\n  title        = {Multi-Objective Evolutionary Design of Deep Convolutional Neural Net- works for Image Classification},\n  pages        = {277-291},\n  volume       = {25},\n  owner        = {banzhaf},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic Programming - Theory and Practice XVIII.\n \n \n \n\n\n \n Banzhaf, W.; Trujillo, L.; Winkler, S.; and Worzel, B.,\n editors.\n \n\n\n \n\n\n\n .\n \n\n\n\n
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@Collection{gptp2021,\n  date      = {2022},\n  editor    = {W. Banzhaf and L. Trujillo and S. Winkler and B. Worzel},\n  title     = {Genetic Programming - Theory and Practice XVIII},\n  pages     = {212},\n  publisher = {Springer Nature, Singapore},\n  owner     = {banzhaf},\n}\n\n
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\n \n\n \n \n \n \n \n Genetic Programming - Theory and Practice XIX.\n \n \n \n\n\n \n Trujillo, L.; Silva, S.; Winkler, S.; and Banzhaf, W.,\n editors.\n \n\n\n \n\n\n\n .\n \n\n\n\n
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@Collection{gptp2022,\n  date      = {2023},\n  editor    = {Leonardo Trujillo and Sara Silva and Stephan Winkler and Wolfgang Banzhaf},\n  title     = {Genetic Programming - Theory and Practice XIX},\n  pages     = {262},\n  publisher = {Springer Nature, Singapore},\n  series    = {Genetic and Evolutionary Computation},\n  owner     = {banzhaf},\n}\n\n
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