Computational Probability for Systems Biology. Sandmann, W. & Wolf, V. In Proceedings of the International Workshop on Formal Methods in Systems Biology (FMSB'08), volume 5054, of Lecture Notes in Bioinformatics, pages 33-47, 2008. Springer.
Computational Probability for Systems Biology [link]Website  abstract   bibtex   
Stochastic models of biological networks properly take the randomness of molecular dynamics in living cells into account. Numerical solution approaches inspired by computational methods from applied probability can efficiently yield accurate results and have significant advantages compared to stochastic simulation. Examples for the success of non-simulative numerical analysis techniques in systems biology confirm the enormous potential.
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 title = {Computational Probability for Systems Biology},
 type = {inproceedings},
 year = {2008},
 pages = {33-47},
 volume = {5054},
 websites = {http://link.springer.com/chapter/10.1007%2F978-3-540-68413-8_3},
 publisher = {Springer},
 series = {Lecture Notes in Bioinformatics},
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 abstract = {Stochastic models of biological networks properly take the randomness of molecular dynamics in living cells into account. Numerical solution approaches inspired by computational methods from applied probability can efficiently yield accurate results and have significant advantages compared to stochastic simulation. Examples for the success of non-simulative numerical analysis techniques in systems biology confirm the enormous potential.},
 bibtype = {inproceedings},
 author = {Sandmann, W and Wolf, V},
 booktitle = {Proceedings of the International Workshop on Formal Methods in Systems Biology (FMSB'08)}
}

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