Chaos Level Measurement in Logistic Map Used as the Chaotic Numbers Generator in Differential Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86093255" target="_blank" >RIV/61989100:27240/14:86093255 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86093255
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_1" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07401-6_1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_1" target="_blank" >10.1007/978-3-319-07401-6_1</a>
Alternative languages
Result language
angličtina
Original language name
Chaos Level Measurement in Logistic Map Used as the Chaotic Numbers Generator in Differential Evolution
Original language description
In present time some researchers use chaotic numbers generators in evolutionary algorithms like differential evolution, SOMA or particle swarm optimization. These chaotic numbers generators are based on chaotic discrete systems which replace pseudorandomnumbers generators like Mersenne Twister, Xorshift etc. In this paper we will investigate the influence of chaos level in logistic map which is used as chaotic numbers generator to the convergence's speed of differential evolution to the global minimumof testing functions.
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
<a href="/en/project/GA13-08195S" target="_blank" >GA13-08195S: Highly Scalable Parallel and Distributed Methods of Data Processing in E-science</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Nostradamus 2014: prediction, modeling and analysis of complex systems
ISBN
978-3-319-07400-9
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
1-10
Publisher name
Springer
Place of publication
London
Event location
Ostrava
Event date
Jun 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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