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Detail publikace
ROUPEC, J., OŠMERA, P., MATOUŠEK, R.
Originální název
The Behavior of Genetic Algorithms in Dynamic Environment
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
The role of sex and limited lifetime in genetic algorithms (GAs) is presented. A genetic algorithm with sexual reproduction is a genetic algorithm using redundant information in each gene and it may use a form of dominance mechanisms to decide which gene is active in the phenotype. The sex of individuals is distinguished by two bits value stored in the chromosome. We designed a new version of a sexual genetic algorithm and investigated it along with test problems that are known to be difficult for haploid GAs. The adaptive significance of sexuality in GAs and the comparison with standard GAs using lifetime limit is presented.
Klíčová slova v angličtině
genetic algorithm, dominance, lifetime limit, dynamic environment
Autoři
Rok RIV
2001
Vydáno
6. 6. 2001
Nakladatel
VUT v Brně
Místo
Brno, Czech Republic
ISBN
80-214-1894-X
Kniha
Mendel 2001
Číslo edice
1
Strany od
84
Strany do
90
Strany počet
7
BibTex
@inproceedings{BUT4373, author="Jan {Roupec} and Pavel {Ošmera} and Radomil {Matoušek}", title="The Behavior of Genetic Algorithms in Dynamic Environment", booktitle="Mendel 2001", year="2001", number="1", pages="7", publisher="VUT v Brně", address="Brno, Czech Republic", isbn="80-214-1894-X" }