Detail publikace
The Behavior of Genetic Algorithms in Dynamic Environment
ROUPEC, J. OŠMERA, P. MATOUŠEK, R.
Anglický název
The Behavior of Genetic Algorithms in Dynamic Environment
Typ
Stať ve sborníku v databázi WoS či Scopus
Jazyk
en
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.
Vydáno
2001-06-06
Nakladatel
VUT v Brně
Místo
Brno, Czech Republic
ISBN
80-214-1894-X
Kniha
Mendel 2001
Strany od–do
84–
Počet stran
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"
}