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Performance comparison of evolutionary techniques enhanced by Lozi chaotic map in the task of reactor geometry optimization

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dc.title Performance comparison of evolutionary techniques enhanced by Lozi chaotic map in the task of reactor geometry optimization en
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald David
dc.relation.ispartof Proceedings - 28th European Conference on Modelling and Simulation, ECMS 2014
dc.identifier.isbn 9780956494481
dc.date.issued 2014
dc.citation.spage 371
dc.citation.epage 376
dc.event.title 28th European Conference on Modelling and Simulation, ECMS 2014
dc.event.location Brescia
utb.event.state-en Italy
utb.event.state-cs Itálie
dc.event.sdate 2014-05-27
dc.event.edate 2014-05-30
dc.type conferenceObject
dc.language.iso en
dc.publisher European Council for Modelling and Simulation
dc.identifier.doi 10.7148/2014-0371
dc.relation.uri http://www.scs-europe.net/dlib/2014/2014-0371.htm
dc.relation.uri http://www.scs-europe.net/dlib/2014/ecms14papers/is_ECMS2014_0144.pdf
dc.subject Chaos en
dc.subject Evolutionary Algorithms en
dc.subject Optimization en
dc.subject PSO en
dc.subject Swarm intelligence en
dc.description.abstract In this study the performance of two popular evolutionary computational techniques (particle swarm optimization and differential evolution) is compared in the task of batch reactor geometry optimization. Both algorithms are enhanced with chaotic pseudo-random number generator (CPRNG) based on Lozi chaotic map. It is depicted the course of the reactor processes dynamical parameters for the best obtained solutions for both algorithms and numerical values of cost functions are compared. The promising results are discussed. Proceedings 28th European Conference on Modelling and Simulation © ECMS Flaminio Squazzoni, Fabio Baronio, Claudia Archetti, Marco Castellani (Editors). en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004612
utb.identifier.obdid 43871677
utb.identifier.scopus 2-s2.0-84905727201
utb.source d-scopus
dc.date.accessioned 2015-06-04T12:54:23Z
dc.date.available 2015-06-04T12:54:23Z
dc.description.sponsorship ESF, European Science Foundation
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Zelinka, Ivan
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