Analysis of Genetic Algorithm Behavior

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F12%3A00196690" target="_blank" >RIV/68407700:21260/12:00196690 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Analysis of Genetic Algorithm Behavior
Original language description
The paper deals with analysis of Gennetic Algorithm behavior. GA with population of bit strings is considered. The paper focuses its attention to cross-over operator evolving bits on equal position (with no random shift). The first part of the paper discusses behaviors and features of two genes; the second part uses population of three genes to demonstrate origin of cyclic structures in the GA population. There exists stable state or loop, to which genome moves with increased repeating of crossover operation. In the case of genetic algorithms, especially bit oriented cross over operator, quality of state spacce search depends on features of initial population. This initial state should be formed to enable whole state space reach ability and it is possible to form it analytically on the place of random (and some times wrong) generating.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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