On the parameter settings for the chaotic dynamics embedded 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%3A43874135" target="_blank" >RIV/70883521:28140/15:43874135 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CEC.2015.7257053" target="_blank" >http://dx.doi.org/10.1109/CEC.2015.7257053</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CEC.2015.7257053" target="_blank" >10.1109/CEC.2015.7257053</a>
Alternative languages
Result language
angličtina
Original language name
On the parameter settings for the chaotic dynamics embedded differential evolution
Original language description
This research deals with the hybridization of the two softcomputing 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 preliminary satisfactory results obtained by means of chaos embedded (driven) DE, which utilizes the chaotic dynamics in the place of pseudorandom number generators The novelty of this work represents the experimental analysis of the chaotic dynamics directly injected into the DE. To be more precise, this research investigates the influence of parameter settings to the performance of chaos driven DE. Both settings for mutation and crossover DE control parameters and adjustable chaotic system parameters are experimentally investigated here. Repeated simulations were performed on the selected set of well-known benchmark functions in higher dimensions. Finally, the obtained results are
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
2015 IEEE Congress on Evolutionary Computation (CEC)
ISBN
978-1-4799-7492-4
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
1410-1417
Publisher name
IEEE
Place of publication
Boston
Event location
Sendai
Event date
May 25, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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