Chaos Powered Selected Evolutionary Algorithms
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088428" target="_blank" >RIV/61989100:27240/13:86088428 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/13:86088428
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-319-00542-3_12" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-319-00542-3_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-00542-3_12" target="_blank" >10.1007/978-3-319-00542-3_12</a>
Alternative languages
Result language
angličtina
Original language name
Chaos Powered Selected Evolutionary Algorithms
Original language description
It is well known that the evolution algorithms use pseudo-random numbers generators for example to generate random individuals in the space of possible solutions, crossing etc. In this paper we are dealing with the effect of different pseudo-random numbers generators on the course of evolution and the speed of their convergence to the global minimum. From evolution algorithms the differential evolution and self organizing migrating algorithm have been chosen because they have different strategies. As the random generators Mersenne Twister and chaotic system - logistic map have been used.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
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
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Advances in Intelligent Systems and Computing. Volume 210
ISSN
2194-5357
e-ISSN
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Volume of the periodical
210
Issue of the periodical within the volume
2013
Country of publishing house
CH - SWITZERLAND
Number of pages
14
Pages from-to
111-124
UT code for WoS article
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EID of the result in the Scopus database
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