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Comparison of Physics-Based Optimization Algorithms by Using Benchmark Functions

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Özet

Many of meta-heuristics optimization algorithms which are used to solving optimization problems are inspired from biological evolution, physical, social and chemical processes. Electromagnetism-like Algorithm (EM), Big Bang-Big Crunch Algorithm (BB-BC) and Gravitational Search Algorithm (GSA) are investigated in this study and they are physics-based meta-heuristics techniques. Performances of EM, BB-BC and GSA are compared by using Rastrigin, Rosenbrock and De Jong test functions.

Anahtar Kelimeler

electromagnetism-like algorithmbig bang-big crunch algorithmgravitational search algorithm
RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/munzur/3990Resmi atıflarda kullanılan kalıcı adres
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Web of ScienceWeb of Science
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1
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorKiziloluk, Soner
dc.contributor.authorÖzer, Ahmet Bedri
dc.contributor.otherIEEE
dc.date.accessioned2026-10-28T14:58:46.408008983Z
dc.date.available2026-10-28T14:58:46.408008983Z
dc.date.issued2016
dc.description.abstractMany of meta-heuristics optimization algorithms which are used to solving optimization problems are inspired from biological evolution, physical, social and chemical processes. Electromagnetism-like Algorithm (EM), Big Bang-Big Crunch Algorithm (BB-BC) and Gravitational Search Algorithm (GSA) are investigated in this study and they are physics-based meta-heuristics techniques. Performances of EM, BB-BC and GSA are compared by using Rastrigin, Rosenbrock and De Jong test functions.
dc.identifier.endpage412
dc.identifier.isbn978-1-5090-1679-2
dc.identifier.startpage409
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3990
dc.identifier.wosWOS:000391250900080
dc.language.isotr
dc.publisherIEEE
dc.relation.conference24th Signal Processing and Communication Application Conference (SIU)
dc.relation.ispartof2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU)
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectelectromagnetism-like algorithm
dc.subjectbig bang-big crunch algorithm
dc.subjectgravitational search algorithm
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationEngineering
dc.titleComparison of Physics-Based Optimization Algorithms by Using Benchmark Functions
dc.typeConference Object
rdl.citation.wos1
rdl.conference.dateMAY 16-19, 2016
rdl.conference.placeZonguldak, TURKEY
rdl.oa.statusclosed
rdl.source.indexWOS
rdl.wos.indexConference Proceedings Citation Index - Science (CPCI-S)