Antenna Design Using Binary Differential Evolution: Application to discrete-valued design problems. Goudos, S. IEEE Antennas and Propagation Magazine, 59(1):74-93, 2017.
doi  abstract   bibtex   
Several antenna design problems are discrete valued. Particle swarm optimization (PSO) and differential evolution (DE) are popular evolutionary algorithms that have been applied to a number of design problems in electromagnetics. However, both PSO and DE are best suited for continuous search spaces. Therefore, to apply these to binary-coded combinatorial optimization problems, binary versions of the aforementioned algorithms must be used. In this article, we introduce a design technique based on novel binary DE (NBDE). The main benefit of NBDE is reserving the DE updating strategy to binary space.
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 title = {Antenna Design Using Binary Differential Evolution: Application to discrete-valued design problems.},
 type = {article},
 year = {2017},
 pages = {74-93},
 volume = {59},
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 abstract = {Several antenna design problems are discrete valued. Particle swarm optimization (PSO) and differential evolution (DE) are popular evolutionary algorithms that have been applied to a number of design problems in electromagnetics. However, both PSO and DE are best suited for continuous search spaces. Therefore, to apply these to binary-coded combinatorial optimization problems, binary versions of the aforementioned algorithms must be used. In this article, we introduce a design technique based on novel binary DE (NBDE). The main benefit of NBDE is reserving the DE updating strategy to binary space.},
 bibtype = {article},
 author = {Goudos, Sotirios},
 doi = {10.1109/MAP.2016.2630041},
 journal = {IEEE Antennas and Propagation Magazine},
 number = {1}
}

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