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Non-uniform cellular genetic algorithms
Computer Research and Modeling, 2015, v. 7, no. 3, pp. 775-780Views (last year): 9. Citations: 3 (RSCI).In this paper, we introduce the concept of non-uniform cellular genetic algorithm, in which a number of parameters that affect the operation of genetic operators is dependent on the location of the cells of a given cellular space. The results of numerical comparison of non-uniform cellular genetic algorithms with the standard genetic algorithms, showing the advantages of the proposed approach while minimizing multimodal functions with a large number of local extrema, are presented. The coarse-grained parallel implementation of the non-uniform algorithms using the technology of MPI is considered.
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The Task of Search Viable Therapy Strategy for a Mathematical Spatial Cancer Model
Computer Research and Modeling, 2013, v. 5, no. 4, pp. 749-765Views (last year): 1.This paper is devoted to the analysis of the partial mathematical model describing the process of growth and spread of malignant and normal cells under the influence of chemotherapy. We found the periodic therapy regime, conditions the existence of this regime and suggest the search algorithm of this regime. This paper also includes the examples of simulation and the set of parameter values.
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International Interdisciplinary Conference "Mathematics. Computing. Education"