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Improved combined mutation clonal selection algorithm

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dc.citedby0
dc.contributor.authorPaw J.K.S.en_US
dc.contributor.authorHen C.K.en_US
dc.contributor.authorYan K.W.en_US
dc.contributor.authorAnn Y.S.en_US
dc.contributor.authorid22951210700en_US
dc.contributor.authorid36994481200en_US
dc.contributor.authorid55598904800en_US
dc.contributor.authorid55598593300en_US
dc.date.accessioned2023-12-28T06:30:27Z
dc.date.available2023-12-28T06:30:27Z
dc.date.issued2012
dc.description.abstractIn this paper, the performance of a clonal selection optimization algorithm implementing a combined mutation strategy using Gaussian and Cauchy mutations was further improved with the addition of two new operators, namely the Cell Repair Operator (CPO) and Dynamic Mutation Size Operator (DMSO). The new and improved algorithm was tested using various unimodal and multimodal test functions to illustrate the improvements of the algorithm. The test results indicate that the added operators have significantly improved the performance of the algorithm in terms of accuracy and performance. � 2012 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo6408402
dc.identifier.doi10.1109/STUDENT.2012.6408402
dc.identifier.epage196
dc.identifier.scopus2-s2.0-84873963149
dc.identifier.spage192
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84873963149&doi=10.1109%2fSTUDENT.2012.6408402&partnerID=40&md5=8f1aa100229585f25875ffd6b8776553
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/29543
dc.pagecount4
dc.sourceScopus
dc.sourcetitle2012 IEEE Conference on Sustainable Utilization and Development in Engineering and Technology, STUDENT 2012 - Conference Booklet
dc.subjectClonal Selection Algorithm
dc.subjectExploration and Exploitation
dc.subjectFast Convergence
dc.subjectClone cells
dc.subjectCauchy mutation
dc.subjectCell repair
dc.subjectClonal selection
dc.subjectClonal selection algorithms
dc.subjectDynamic mutation
dc.subjectExploration and exploitation
dc.subjectFast convergence
dc.subjectGaussians
dc.subjectMulti-modal
dc.subjectMutation strategy
dc.subjectOptimization algorithms
dc.subjectTest functions
dc.subjectUnimodal
dc.subjectEvolutionary algorithms
dc.titleImproved combined mutation clonal selection algorithmen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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