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Sodoma: Self-organizing migrating algorithm in dyamic environment

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dc.title Sodoma: Self-organizing migrating algorithm in dyamic environment en
dc.contributor.author Schwarz, Josef
dc.contributor.author Hlavinka, Michal
dc.contributor.author Zelinka, Ivan
dc.contributor.author Kobliha, Miloš
dc.relation.ispartof MENDEL 2006
dc.identifier.issn 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 80-214-3195-4
dc.date.issued 2006
utb.relation.volume 2006-January
utb.relation.issue January
dc.citation.spage 163
dc.citation.epage 169
dc.event.title 12th International Conference on Soft Computing: Evolutionary Computation, Genetic Programming, Fuzzy Logic, Rough Sets, Neural Networks, Fractals, Bayesian Methods, MENDEL 2006
dc.event.location Brno
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2006-05-31
dc.event.edate 2006-06-02
dc.type conferenceObject
dc.language.iso en
dc.publisher Brno University of Technology
dc.subject Dynamic environment en
dc.subject Limited lifetime en
dc.subject Numerical optimization en
dc.subject Population diversity en
dc.subject Self-organizing en
dc.subject SOMA en
dc.description.abstract This paper is an experimental study investigating the capability of Self-Organizing Migrating Algorithm (SOMA) to solve dynamic problems. We have proposed an extension of SOMA algorithm based on the phenomenon of the limited lifetime of population individuals to keep the population diversity during the environment changes. We tested the performance of the algorithm on three representative dynamic benchmarks including moving peak, the 3rd de Jong function and two-extremes time-varying function. The experimental results confirmed the capability of the proposed dynamic SODOMA algorithms to effectively adapt the search process towards the nonstationary global optimum. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1005250
utb.identifier.rivid RIV/70883521:28140/06:63504314!RIV07-MSM-28140___
utb.identifier.obdid 14553389
utb.identifier.scopus 2-s2.0-84937034691
utb.source d-scopus
dc.date.accessioned 2015-08-14T09:26:19Z
dc.date.available 2015-08-14T09:26:19Z
dc.description.sponsorship MOE, Ministry of Education
utb.contributor.internalauthor Zelinka, Ivan
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