An initial study on the new adaptive approach for multi-chaotic differential evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F15%3A43874107" target="_blank" >RIV/70883521:28140/15:43874107 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-18476-0_35" target="_blank" >http://dx.doi.org/10.1007/978-3-319-18476-0_35</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-18476-0_35" target="_blank" >10.1007/978-3-319-18476-0_35</a>
Alternative languages
Result language
angličtina
Original language name
An initial study on the new adaptive approach for multi-chaotic differential evolution
Original language description
This paper aims on the initial investigations on the novel adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is focused on the embedding and adaptive alternating of set of two discrete dissipative chaotic systemsin the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alternately by two chaotic maps (systems) is introduced. Repeated simulations were performed and analyzed on thewell known test func-tion in higher dimension setting.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Artificial Intelligence Perspectives and Applications
ISBN
978-3-319-18475-3
ISSN
2194-5357
e-ISSN
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Number of pages
8
Pages from-to
355-362
Publisher name
Springer-Verlag Berlin
Place of publication
Heidelberg
Event location
on-line
Event date
Apr 27, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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