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Solving multilocal optimization problems with a recursive parallel search of the feasible region

dc.contributor.authorPereira, Ana I.
dc.contributor.authorRufino, José
dc.date.accessioned2014-10-14T15:47:40Z
dc.date.available2014-10-14T15:47:40Z
dc.date.issued2014
dc.description.abstractStretched Simulated Annealing (SSA) combines simulated annealing with a stretching function technique, in order to solve multilocal programming problems. This work explores an approach to the parallelization of SSA, named PSSA-HeD, based on a recursive heterogeneous decomposition of the feasible region and the dynamic distribution of the resulting subdomains by the processors involved. Three PSSAHeD variants were implemented and evaluated, with distinct limits on the recursive search depth, offering different levels of numerical and computational efficiency. Numerical results are presented and discussed.por
dc.description.sponsorshipThis work was been supported by FCT (Fundação para a Ciência e Tecnologia) in the scope of the project PEst-OE/EEI/UI0319/2014.
dc.identifier.citationPereira, Ana I.; Rufino, José (2014). Solving multilocal optimization problems with a recursive parallel search of the feasible region. In Murgante, Beniamino [et al.] Computational Science and Applications - ICCSA 2014. London: Springer. p. 154-168. ISBN 978-3-319-09129-7por
dc.identifier.urihttp://hdl.handle.net/10198/10816
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.subjectMultilocal optimizationpor
dc.subjectGlobal optimizationpor
dc.subjectParallel computingpor
dc.titleSolving multilocal optimization problems with a recursive parallel search of the feasible regionpor
dc.typeconference object
dspace.entity.typePublication
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/PEst-OE%2FEEI%2FUI0319%2F2014/PT
oaire.citation.conferencePlaceGuimarães - Portugalpor
oaire.citation.endPage168por
oaire.citation.startPage154por
oaire.citation.title14th International Conferencepor
oaire.fundingStream5876
person.familyNamePereira
person.familyNameRufino
person.givenNameAna I.
person.givenNameJosé
person.identifier.ciencia-id0716-B7C2-93E4
person.identifier.ciencia-idC414-F47F-6323
person.identifier.orcid0000-0003-3803-2043
person.identifier.orcid0000-0002-1344-8264
person.identifier.ridF-3168-2010
person.identifier.scopus-author-id15071961600
person.identifier.scopus-author-id55947199100
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsrestrictedAccesspor
rcaap.typeconferenceObjectpor
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