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Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization

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dc.title Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.contributor.author Pluháček, Michal
dc.contributor.author Komínková Oplatková, Zuzana
dc.relation.ispartof Artificial Intelligence and Soft Computing 2014, Part II
dc.identifier.issn 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-642-38609-1
dc.date.issued 2013
utb.relation.volume 7895 LNAI
utb.relation.issue PART 2
dc.citation.spage 56
dc.citation.epage 66
dc.event.title 12th International Conference on Artificial Intelligence and Soft Computing, ICAISE 2013
dc.event.location Zakopane
utb.event.state-en Poland
utb.event.state-cs Polsko
dc.event.sdate 2013-06-09
dc.event.edate 2013-06-13
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer-Verlag Berlin en
dc.identifier.doi 10.1007/978-3-642-38610-7_6
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-642-38610-7_6
dc.subject Differential evolution en
dc.subject Chaos en
dc.subject Lozi map en
dc.subject Optimization en
dc.subject Reactor geometry en
dc.description.abstract In this paper, Differential Evolution (DE) is used in the task of optimization of batch reactor geometry. The novality of the approach is that a discrete chaotic Lozi map is used as the chaotic pseudo random number generator to drive the mutation and crossover process in DE. The results obtained are compared with original reactor geometry and process parameters adjustment. The statistical analysis of the results given by chaos driven DE is compared with canonical DE strategy. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003579
utb.identifier.obdid 43870272
utb.identifier.scopus 2-s2.0-84884388624
utb.identifier.wok 000326950400006
utb.source d-wok
dc.date.accessioned 2013-12-18T16:07:44Z
dc.date.available 2013-12-18T16:07:44Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Komínková Oplatková, Zuzana
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