Abstract
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.
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References
Holland, JH: Adaptation in natural and artificial systems. Ann Arbor, MI: University of Michigan Press 1975
Born, J, Bellmann, K: Numerical adaptation of parameters in simulation models using evolution strategis / Molecular Genetic Information Systems: Modelling and Simulation (Ed K. Bellmann): Berlin: Akademie-Verlag. 1983, pp 291–320.
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© 1995 Springer-Verlag/Wien
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Klepikov, V.B., Mahotilo, K.V., Sergeev, S.A. (1995). Modification of Holland’s Reproductive Plan for Diploid Populations. In: Artificial Neural Nets and Genetic Algorithms. Springer, Vienna. https://doi.org/10.1007/978-3-7091-7535-4_88
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DOI: https://doi.org/10.1007/978-3-7091-7535-4_88
Publisher Name: Springer, Vienna
Print ISBN: 978-3-211-82692-8
Online ISBN: 978-3-7091-7535-4
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