A comparison of metaheuristics algorithms for combinatorial optimization problems. application to phase balancing in electric distribution systems

dc.creatorSchweickardt, Gustavo Alejandro
dc.creatorMiranda, V.
dc.creatorWiman, G.
dc.date.accessioned2016-12-15T20:32:25Z
dc.date.available2016-12-15T20:32:25Z
dc.date.created2016-12-15T20:32:25Z
dc.date.issued2011-06
dc.identifierSchweickardt, Gustavo Alejandro; Miranda, V.; Wiman, G. ; A comparison of metaheuristics algorithms for combinatorial optimization problems. application to phase balancing in electric distribution systems; Planta Piloto de Ingeniería Química; Latin American Applied Research; 41; 2; 6-2011; 113-120
dc.identifier0327-0793
dc.identifierhttp://hdl.handle.net/11336/9486
dc.identifier1851-8796
dc.description.abstractMetaheuristics Algorithms are widely recognized as one of most practical approaches for Combinatorial Optimization Problems. This paper presents a comparison between two metaheuristics to solve a problem of Phase Balancing in Low Voltage Electric Distribution Systems. Among the most representative mono-objective metaheuristics, was selected Simulated Annealing, to compare with a different metaheuristic approach: Evolutionary Particle Swarm Optimization. In this work, both of them are extended to fuzzy domain to modeling a multiobjective optimization, by mean of a fuzzy fitness function. A simulation on a real system is presented, and advantages of Swarm approach are evidenced.
dc.languageeng
dc.publisherPlanta Piloto de Ingeniería Química
dc.relationinfo:eu-repo/semantics/altIdentifier/url/http://www.laar.uns.edu.ar/indexes/i41_02.htm
dc.relationinfo:eu-repo/semantics/altIdentifier/url/http://www.scielo.org.ar/scielo.php?script=sci_arttext&pid=S0327-07932011000200003&lng=es&nrm=iso&tlng=en
dc.rightshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectMetaheuristic Algorithm
dc.subjectSwarm Intelligence
dc.subjectFuzzy Sets
dc.subjectElectric Distribution
dc.subjectPhase Balancing
dc.titleA comparison of metaheuristics algorithms for combinatorial optimization problems. application to phase balancing in electric distribution systems
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:ar-repo/semantics/artículo
dc.typeinfo:eu-repo/semantics/publishedVersion


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