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Chaos powered grammatical evolution

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dc.title Chaos powered grammatical evolution en
dc.contributor.author Zelinka, Ivan
dc.contributor.author Šaloun, Petr
dc.contributor.author Šenkeřík, Roman
dc.relation.ispartof Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-662-45236-3
dc.date.issued 2014
utb.relation.volume 8838
dc.citation.spage 455
dc.citation.epage 464
dc.event.title 13th IFIP TC8 International Conference on Computer Information Systems and Industrial Management, CISIM 2014
dc.event.location Ho Chi Minh City
utb.event.state-en Vietnam
utb.event.state-cs Vietnam
dc.event.sdate 2014-11-05
dc.event.edate 2014-11-07
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-662-45237-0_42
dc.description.abstract In this paper we discuss alternative nonrandom generators for symbolic regression algorithms and compare its variants powered by classical pseudo-random number generator and chaotic systems. Experimental data from previous experiments reported for genetic programming and analytical programming is used. The selected algorithms are differential evolution and SOMA. Particle swarm, simulated annealing and evolutionary strategies are in process of investigation. All of them are mutually used in scheme Master-Slave meta-evolution for final complex structure fitting and its parameter estimation. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003958
utb.identifier.obdid 43871965
utb.identifier.scopus 2-s2.0-84910598146
utb.identifier.wok 000346243400042
utb.source d-scopus
dc.date.accessioned 2015-01-13T09:25:57Z
dc.date.available 2015-01-13T09:25:57Z
dc.description.sponsorship Agency of the Czech Republic-GACR [P103/13/08195S]; SGS [SP2014/159]; VSB-Technical University of Ostrava, Czech Republic; European Regional Development Fund [CZ.1.05/2.1.00/03.0089]
utb.contributor.internalauthor Šenkeřík, Roman
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