1995 | OriginalPaper | Buchkapitel
Modification of Holland’s Reproductive Plan for Diploid Populations
verfasst von : V. B. Klepikov, K. V. Mahotilo, S. A. Sergeev
Erschienen in: Artificial Neural Nets and Genetic Algorithms
Verlag: Springer Vienna
Enthalten in: Professional Book Archive
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A modification of Genetic Algorithm capable of dealing with a diploid population is described. Each individual of such a population should be represented as a double bitstring chromosome. Both a procedure of creation of the initial population using genomic mutation and a version of gene dominancy evolution are suggested. Results of numerical experiments proving high search ability of the algorithm are presented.