Influence of Chaotic Dynamics on the Performance of Differential Evolution Algorithm

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43870513" target="_blank" >RIV/70883521:28140/14:43870513 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/14:86092612
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-00254-5_12" target="_blank" >http://dx.doi.org/10.1007/978-3-319-00254-5_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-00254-5_12" target="_blank" >10.1007/978-3-319-00254-5_12</a>

Result language
angličtina
Original language name
Influence of Chaotic Dynamics on the Performance of Differential Evolution Algorithm
Original language description
This paper outlines the extended investigations on the concept of a chaos driven Differential Evolution. The focus of this paper is the embedding of chaotic systems in the form of chaos number generator for Differential Evolution. The chaotic systems ofinterest are the discrete dissipative systems. Three chaotic systems were selected as possible chaos number generators for Differential Evolution. Repeated simulations were performed on the set of six basic benchmark functions. Finally, the obtained results are compared with canonical Differential Evolution.
Czech name
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Czech description
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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)

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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