Solving the tension/compression spring design problem by an improved firefly algorithm

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dc.contributor.authorCelik, Y.
dc.contributor.authorKutucu, H.
dc.date.accessioned2024-09-29T16:22:38Z
dc.date.available2024-09-29T16:22:38Z
dc.date.issued2018
dc.departmentKarabük Üniversitesien_US
dc.description1st International Workshop on Informatics and Data-Driven Medicine, IDDM 2018 -- 28 November 2018 through 30 November 2018 -- Lviv -- 142381en_US
dc.description.abstractSince the 1970s, nature inspired meta-heuristic algorithms have become increasingly popular. These algorithms include a set of algorithmic concepts that can be used to identify heuristic methods that are used for a wide range of different tasks. The use of meta-heuristics greatly increases the possibility of finding a qualitative solution for complex, combinatorial optimization problems in a reasonable time. The most popular nature inspired meta-heuristics are those methods representing successful animal and micro-organism swarm behaviors. Firefly Algorithm (FA) is a recent one of such meta-heuristic algorithms It is based on a swarm intelligence and inspired by the social behaviors of fireflies. In this paper, we adapt the neighborhood method to FA and propose an improved firefly algorithm (IFA) to solve a well-known engineering problem, the so-called Tension/Compression Spring Design. We test the proposed IFA on this problem and compare the results with those obtained by some other meta-heuristics. The experimental modeling shows that the proposed IFA is competitive and improves the quality of solutions for the aforementioned engineering design problem. © 2018 CEUR-WS. All Rights Reserved.en_US
dc.description.sponsorshipHanbuk University; Karabük Üniversitesi, (KBUBAP-18-DS-174)en_US
dc.identifier.endpage20en_US
dc.identifier.issn1613-0073
dc.identifier.scopus2-s2.0-85057851606en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage14en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14619/10172
dc.identifier.volume2255en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherCEUR-WSen_US
dc.relation.ispartofCEUR Workshop Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFirefly Algorithm (FA)en_US
dc.subjectMetaheuristicen_US
dc.subjectSwarm Intelligenceen_US
dc.subjectTension/Compression Spring Designen_US
dc.titleSolving the tension/compression spring design problem by an improved firefly algorithmen_US
dc.typeConference Objecten_US

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