2017
DOI: 10.1007/978-3-319-55849-3_4
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Integration of Reaction Kinetics Theory and Gene Expression Programming to Infer Reaction Mechanism

Abstract: Mechanistic mathematical models of biological systems have been used to describe biological phenomena, including human disease, in the hope that one day these models may be used to better understand diseases, as well as to develop and optimize therapeutic strategies. Evolutionary algorithms, such as genetic programming, may be used to symbolically regress mathematical models describing chemical and biochemical species for which kinetic data are available. However, current evolutionary algorithms are restricted… Show more

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References 94 publications
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