Modified Version of Roulette Selection for Evolution Algorithms – The Fan Selection

Modified Version of Roulette Selection for Evolution Algorithms – The Fan Selection

In this paper modified version of roulette selection for evolution algorithms – the fan selection, is presented. This method depends on increase of survive probability of better individuals at the expense of worse individuals. Test functions chosen from literature are used for determination of quali...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SLOWIK, Adam, BIALKO, Michal
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Evolutionary Algorithm
Exact sciences and technology
Function Minimum
Genetic Algorithm
Good Individual
Learning and adaptive systems
Selection Method
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Beschreibung
Zusammenfassung:In this paper modified version of roulette selection for evolution algorithms – the fan selection, is presented. This method depends on increase of survive probability of better individuals at the expense of worse individuals. Test functions chosen from literature are used for determination of quality of proposed method. Results obtained for fan selection are compared with results obtained using roulette selection and elitist selection.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-24844-6_70