Publication:
Improved Hierarchical Structure Poly-particle particle Swarm Optimization

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dc.citedby0
dc.contributor.authorHen C.K.en_US
dc.contributor.authorPaw J.K.S.en_US
dc.contributor.authorAnn Y.S.en_US
dc.contributor.authorYan K.W.en_US
dc.contributor.authorid36994481200en_US
dc.contributor.authorid22951210700en_US
dc.contributor.authorid55598593300en_US
dc.contributor.authorid55598904800en_US
dc.date.accessioned2023-12-28T06:30:26Z
dc.date.available2023-12-28T06:30:26Z
dc.date.issued2012
dc.description.abstractIn this paper, the Improved Hierarchical Structure Poly-particle Swarm Optimization (IHSPPSO) algorithm is proposed based on the Hierarchical Structure Poly-particle Swarm Optimization (HSPPSO) algorithm with the addition of three new operators, namely the Particle Repair Operator, Dynamic Acceleration Control Operator and Cauchy mutation operator to achieve better performance in terms of accuracy and rate of convergence. The performance of the IHSPPSO algorithm was tested and evaluated using four benchmark test functions. The test results of the IHSPPSO algorithm were compared with the ones of HSPPSO and significant improvements were shown. The addition of three new operators has significantly improved the performance of the IHSPPSO algorithm. � 2012 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo6408404
dc.identifier.doi10.1109/STUDENT.2012.6408404
dc.identifier.epage206
dc.identifier.scopus2-s2.0-84873958357
dc.identifier.spage203
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84873958357&doi=10.1109%2fSTUDENT.2012.6408404&partnerID=40&md5=c6ceaef165471ece7ddfc1e956718a8b
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/29536
dc.pagecount3
dc.sourceScopus
dc.sourcetitle2012 IEEE Conference on Sustainable Utilization and Development in Engineering and Technology, STUDENT 2012 - Conference Booklet
dc.subjectFast Convergence
dc.subjectHierarchical Structure Particle Swarm Optimization
dc.subjectParticle Swarm Optimization (PSO)
dc.subjectAlgorithms
dc.subjectApproximation theory
dc.subjectBenchmarking
dc.subjectBenchmark tests
dc.subjectBetter performance
dc.subjectCauchy mutation
dc.subjectControl operators
dc.subjectDynamic acceleration
dc.subjectFast convergence
dc.subjectHierarchical structures
dc.subjectPoly-particle swarm
dc.subjectRate of convergence
dc.subjectRepair operator
dc.subjectParticle swarm optimization (PSO)
dc.titleImproved Hierarchical Structure Poly-particle particle Swarm Optimizationen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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