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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Imprimir: 1064-2315
ISSN On-line: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v43.i6.60
pages 60-73

Diploid Genetic Algorithm with Mortality

Konstantin V. Makhotilo
National Technical University "Kharkov Polytechnic Institute", Ukraine


The method of perfection of diploid genetic algorithm of optimization by means of probabilistic reduction of duration of existence of individual was suggested. Average duration of individual life is defined depending on population size, based on Haldane's estimation of cost for substitute. Law and parameters of distribution of probability of individual mortality were determined by data of demographic statistics. We showed efficiency of method on development of problems of synthesis of forward directed neural networks.

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