Grammatical Evolution for the Discovery of Petri Net Models of Complex Genetic Systems

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@InProceedings{moore:2003:gecco,

• author = "Jason H. Moore and Lance W. Hahn",
• title = "Grammatical Evolution for the Discovery of {Petri} Net Models of Complex Genetic Systems",
• booktitle = "Genetic and Evolutionary Computation -- GECCO-2003",
• editor = "E. Cant{\'u}-Paz and J. A. Foster and K. Deb and D. Davis and R. Roy and U.-M. O'Reilly and H.-G. Beyer and R. Standish and G. Kendall and S. Wilson and M. Harman and J. Wegener and D. Dasgupta and M. A. Potter and A. C. Schultz and K. Dowsland and N. Jonoska and J. Miller",
• year = "2003",
• pages = "2412--2413",
• address = "Chicago",
• publisher_address = "Berlin",
• month = "12-16 " # jul,
• volume = "2724",
• series = "LNCS",
• ISBN = "3-540-40603-4",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming, grammatical evolution, Real World Applications, Poster",
• DOI = "doi:10.1007/3-540-45110-2_139",
• size = "2 pages",
• abstract = "We propose a grammatical evolution approach for the automatic discovery of Petri net models of biochemical systems that are consistent with population level genetic models of disease susceptibility. We demonstrate the grammatical evolution approach routinely identifies interesting and useful Petri net models in a human-competitive manner. This study opens the door for hierarchical systems modeling of the relationship between genes, biochemistry, and measures of health.",
• notes = "GECCO-2003 A joint meeting of the twelvth international conference on genetic algorithms (ICGA-99) and the eigth annual genetic programming conference (GP-2003)",

}

Genetic Programming entries for Jason H Moore Lance W Hahn

Citations