Method of Entirely Parallel Differential Evolution for Model Adaptation in Systems Biology
Kozlov, K.N.; Samsonov, A.M.; Samsonova, M.G.
Biofizika 60(6): 1219-1220
2015
ISSN/ISBN: 0006-3029 PMID: 26841521 Document Number: 682204
We developed a method of entirely parallel differential evolution for identification of unknown parameters of mathematical models by minimization of the objective function that describes the discrepancy of the model solution and the experimental data. The method is implemented in the free and open source software available on the Internet. The method demonstrated a good performance comparable to the top three methods from CEC-2014 and was successfully applied to several biological problems.