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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 |
