Diploid Genetic Algorithm with Mortality

Makhotilo, KV

dc.contributor.author	Makhotilo, KV	en
dc.date.accessioned	2014-03-01T02:04:28Z
dc.date.available	2014-03-01T02:04:28Z
dc.date.issued	2011	en
dc.identifier.issn	1064-2315	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/29437
dc.subject	diploid genetic algorithm	en
dc.subject	optimization	en
dc.subject	perfection	en
dc.subject	probabilistic reduction	en
dc.subject	duration of existence of individual	en
dc.subject	population size	en
dc.subject	Haldane's estimation of cost for substitute	en
dc.subject	demographic statistics	en
dc.subject	efficiency of method	en
dc.subject	problems of synthesis	en
dc.subject	forward directed neural networks	en
dc.subject.other	NEURAL NETWORKS	en
dc.title	Diploid Genetic Algorithm with Mortality	en
heal.type	journalArticle	en
heal.language	English	en
heal.publicationDate	2011	en
heal.abstract	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.	en
heal.publisher	BEGELL HOUSE INC	en
heal.journalName	JOURNAL OF AUTOMATION AND INFORMATION SCIENCES	en
dc.identifier.isi	ISI:000293035900006	en
dc.identifier.volume	43	en
dc.identifier.issue	6	en
dc.identifier.spage	60	en
dc.identifier.epage	73	en