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Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process

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dc.contributor.authorDeris A.M.en_US
dc.contributor.authorSolemon B.en_US
dc.contributor.authorid54893136600en_US
dc.contributor.authorid24832320000en_US
dc.date.accessioned2023-05-29T08:08:12Z
dc.date.available2023-05-29T08:08:12Z
dc.date.issued2020
dc.descriptionElectric discharges; Optimal systems; Optimization; Surface roughness; Artificial bee colonies (ABC); Artificial bee colony algorithms; Convergence rates; Electric discharge machining (EDM); Hybrid approach; Numerical applications; Optimal solutions; Surface roughness (Ra); Electric discharge machiningen_US
dc.description.abstractThis paper presents the hybrid approach for optimization process of surface roughness in die sinking electric discharge machining (EDM) process. The optimization process is based on hybrid Harmony Search (HS) and Artificial Bee Colony (ABC). The data was collected from the experimental machining conducted using EDM AG40L. Harmony search (HS) algorithm is applied to optimize the surface roughness (Ra) performance of EDM process. However, HS was not sufficient enough to give better results to perform local search for numerical application in terms of fine-turning characteristic and convergence rate. Thus, hybrid HS-ABC is proposed to improve the weakness of the HS algorithm to get accurate optimal solution for EDM process. It was found that the optimal solution of the proposed HS-ABC has outperformed the result of single HS algorithm. � 2020 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo9243585
dc.identifier.doi10.1109/ICIMU49871.2020.9243585
dc.identifier.epage8
dc.identifier.scopus2-s2.0-85097645229
dc.identifier.spage1
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85097645229&doi=10.1109%2fICIMU49871.2020.9243585&partnerID=40&md5=4038947ad1534002ee91de589c5b8d7e
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/25328
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.sourceScopus
dc.sourcetitle2020 8th International Conference on Information Technology and Multimedia, ICIMU 2020
dc.titleSurface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining processen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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