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Investigation on the Differential Evolution Driven by Selected Six Chaotic Systems in the Task of Reactor Geometry Optimization

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dc.title Investigation on the Differential Evolution Driven by Selected Six Chaotic Systems in the Task of Reactor Geometry Optimization en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Komínková Oplatková, Zuzana
dc.contributor.author Davendra, Donald David
dc.contributor.author Zelinka, Ivan
dc.relation.ispartof 2013 IEEE Congress on Evolutionary Computation, CEC 2013
dc.identifier.isbn 978-1-4799-0454-9
dc.identifier.isbn 978-1-4799-0453-2
dc.identifier.isbn 978-1-4799-0452-5
dc.date.issued 2013
dc.citation.spage 3087
dc.citation.epage 3094
dc.event.title IEEE Congress on Evolutionary Computation
dc.event.location Cancún
utb.event.state-en Mexico
utb.event.state-cs Mexiko
dc.event.sdate 2013-06-20
dc.event.edate 2013-06-23
dc.type conferenceObject
dc.language.iso en
dc.publisher The Institute of Electrical and Electronics Engineers (IEEE) en
dc.identifier.doi 10.1109/CEC.2013.6557946
dc.relation.uri http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6557946
dc.subject Differential evolution en
dc.subject deterministic chaos en
dc.subject optimization en
dc.subject batch reactor 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 the six selected discrete dissipative chaotic maps are used as the chaotic pseudo random number generator to drive the mutation and crossover process in the DE. The optimized results obtained are compared with original reactor geometry and process parameters adjustment. The statistical analysis of the results given by six versions of chaos driven DE is compared with canonical DE strategy. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003577
utb.identifier.obdid 43870270
utb.identifier.scopus 2-s2.0-84881597693
utb.identifier.wok 000326235303013
utb.source d-wok
dc.date.accessioned 2013-12-18T16:07:43Z
dc.date.available 2013-12-18T16:07:43Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Komínková Oplatková, Zuzana
utb.contributor.internalauthor Davendra, Donald David
utb.contributor.internalauthor Zelinka, Ivan
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