Mobile Device Based Test Tool for Optimization Algorithms

dc.contributor.authorIlhan, Ilhan
dc.date.accessioned2024-02-23T11:26:16Z
dc.date.available2024-02-23T11:26:16Z
dc.date.issued2016
dc.departmentNEÜen_US
dc.description.abstractOptimization can be defined as the operation of finding the best solution for a problem. This operation is performed by changing the initial parameters using existing data. There are various optimization algorithms to solve these kinds of problems; however, it cannot be expected that all optimization algorithms offer a proper and effective solution to all optimization problems. Therefore, it is necessary to select the proper algorithm by using similar benchmark functions to the problem, and to determine the best parameter values for the selected algorithm. In this study, a test tool that can run on the devices using the Windows, OS X, Android, and IOS operating systems was developed for eight different optimization algorithms: genetic, artificial immune, differential evolution, particle swarm optimization, simulated annealing, tabu search, artificial bee colony, and ant colony optimization algorithms. Six Hump Camel Back, Rastrigin, Shubert, Schwefel, and Drop Wave were the preferred benchmark functions. Special user defined special functions were also permitted. The developed test tool was tested for all the optimization algorithms in different platforms. In spite of the small differences in the running times, the results show that the tool can easily be used in Windows, OS X, Android, and IOS devices. (C) 2016 Wiley Periodicals, Inc.en_US
dc.description.sponsorshipNecmettin Erbakan University Scientific Research Projects Coordinatorship, Konya, Turkeyen_US
dc.description.sponsorshipThis study is supported by Necmettin Erbakan University Scientific Research Projects Coordinatorship, Konya, Turkey. The authors would like to thank the editors and anonymous reviewers of this manuscript for their very helpful suggestions.en_US
dc.identifier.doi10.1002/cae.21747
dc.identifier.endpage754en_US
dc.identifier.issn1061-3773
dc.identifier.issn1099-0542
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-84971222794en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage744en_US
dc.identifier.urihttps://doi.org/10.1002/cae.21747
dc.identifier.urihttps://hdl.handle.net/20.500.12452/10534
dc.identifier.volume24en_US
dc.identifier.wosWOS:000396370200007en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofComputer Applications In Engineering Educationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectOptimization Algortihmsen_US
dc.subjectBenchmark Functionsen_US
dc.subjectMobile Deviceen_US
dc.subjectTest Toolen_US
dc.titleMobile Device Based Test Tool for Optimization Algorithmsen_US
dc.typeArticleen_US

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