The Behavior of Genetic Algorithms in Dynamic Environment
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F01%3APU27372" target="_blank" >RIV/00216305:26210/01:PU27372 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26210/01:PU23319
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
The Behavior of Genetic Algorithms in Dynamic Environment
Original language description
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 geneis 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 haplooid GAs. The adaptive significance of sexuality in GAs and the comparison with standard GAs using lifetime limit is presented.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2001
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Mendel 2001
ISBN
80-214-1894-X
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
84-90
Publisher name
VUT v Brně
Place of publication
Brno, Czech Republic
Event location
Brno
Event date
Jun 6, 2001
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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