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Performance of chaotic mapping multi-objective optimization algorithms

Show simple item record Eröz, Eyüp Tanyıldızı, Erkan 2022-04-29T12:27:51Z 2022-04-29T12:27:51Z 2021-02-19
dc.identifier.citation Eröz, E. ve Tanyıldızı, E. (2021). Performance of chaotic mapping multi-objective optimization algorithms. Turkish Journal of Science & Technology, 16(1), 145-153. tr_TR
dc.description.abstract Multi-objective optimization is defined as the process of producing suitable solutions to problems with multiple objectives. The randomly generated string of numbers is of great importance in achieving solutions close to the global optimum in intuitive multi- objective optimization. Collecting the randomly generated string of numbers in a certain area increases the risk of moving away from the global optimum. Chaotic maps are used to reduce this risk it is not periodic as the variety of numbers produced in chaotic maps is high. For this reason, chaotic maps are used in the random number generation part of optimization algorithms. Chaos-based algorithms have become an important field of study because they are flexible and can escape from local minimums. In this study, the effects of chaotic maps on the new and successful Multi-objective Gold Sine Algorithm (MOGoldSA) were compared with the Multi-Objectıve Ant Lion Optimization (MOALO) algorithm. tr_TR
dc.language.iso Türkçe tr_TR
dc.rights info:eu-repo/semantics/restrictedAccess tr_TR
dc.subject Fırat Üniversitesi Kütüphanesi::TEKNOLOJİ tr_TR
dc.subject.ddc Multi-objective optimization tr_TR
dc.subject.ddc Chaos-based algorithms tr_TR
dc.subject.ddc Chaotic map tr_TR
dc.subject.ddc Metaheuristic methods tr_TR
dc.title Performance of chaotic mapping multi-objective optimization algorithms tr_TR
dc.type Makale - Bilimsel Dergi Makalesi - Çok Yazarlı tr_TR
dc.contributor.YOKID 328072 tr_TR
dc.contributor.YOKID 27856 tr_TR
dc.relation.journal Turkish Journal of Science & Technology tr_TR
dc.identifier.volume 16 tr_TR
dc.identifier.issue 1 tr_TR
dc.identifier.pages 145;153
dc.published.type Uluslararası tr_TR

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