On the tuning of complex dynamics embedded into differential evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096879" target="_blank" >RIV/61989100:27240/15:86096879 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/15:43874113
Result on the web
<a href="http://link.springer.com/chapter/10.1007/978-3-319-19324-3_36" target="_blank" >http://link.springer.com/chapter/10.1007/978-3-319-19324-3_36</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-19324-3_36" target="_blank" >10.1007/978-3-319-19324-3_36</a>
Alternative languages
Result language
angličtina
Original language name
On the tuning of complex dynamics embedded into differential evolution
Original language description
This research deals with the hybridization of the two soft-computing fields, which are chaos theory and evolutionary computation. This paper aims on the experimental investigations on the chaos-driven evolutionary algorithm Differential Evolution (DE) concept. This research represents the continuation of the satisfactory results obtained by means of chaos embedded (driven) DE, which utilizes the chaotic dynamics in the place of pseudorandom number generators This work is aimed at the tuning of the complex chaotic dynamics directly injected into the DE. To be more precise, this research investigates the influence of different parameter settings for discrete chaotic systems to the performance of DE. Repeated simulations were performed on the IEEE CEC 13benchmark functions set in dimension of 30. Finally, the obtained results are compared with canonical DE and jDE. (C) Springer International Publishing Switzerland 2015.
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
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
Lecture Notes in Computer Science. Volume 9119
ISBN
978-3-319-19323-6
ISSN
0302-9743
e-ISSN
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Number of pages
11
Pages from-to
389-399
Publisher name
Springer Verlag
Place of publication
London
Event location
Zakopane
Event date
Jun 14, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000364537800036