Logistics-Singer Map-Based A New Chaotic Sara Optimization Method

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dc.authoridKocamaz, Adnan Fatih/0000-0002-7729-8322;
dc.authorwosidKocamaz, Adnan Fatih/C-2820-2014
dc.authorwosidTUNCER, Turker/W-4846-2018
dc.contributor.authorDemir, Fahrettin Burak
dc.contributor.authorTuncer, Turker
dc.contributor.authorKocamaz, Adnan Fatih
dc.date.accessioned2024-08-04T20:59:54Z
dc.date.available2024-08-04T20:59:54Z
dc.date.issued2019
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 21-22, 2019 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractMany problems in daily life cannot be solved by using classical mathematical methods for having an infinite solution space. Therefore, it is recommended to use meta heuristic optimization methods that reduce the infinite solution space and based on the mathematical prediction principle in solving similar problems. In order to increase the performance of meta-heuristic optimization methods, number generator and chaotic maps are used. In this article, a new method of chaotic optimization has been developed and logistic and singer maps are used in the proposed optimization method. In order to test the performance of the proposed method, 6 different benchmarking functions and 3 different swarm-based optimization methods were used. The proposed method has produced more optimum results for all functions. In this way, it has been tried to prevent the integration of swarm optimization methods into local solutions.en_US
dc.description.sponsorshipIEEE Turkey Sect,Anatolian Sci,Inonu Univ, Comp Sci Dept,Inonu Univ, Muhendisli Fakultesien_US
dc.identifier.urihttps://hdl.handle.net/11616/103619
dc.identifier.wosWOS:000591781100110en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 International Conference on Artificial Intelligence and Data Processing (Idap 2019)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectChaotic optimizationen_US
dc.subjectlogistic mapen_US
dc.subjectsinger mapen_US
dc.subjectnumerical functionsen_US
dc.subjectswarm optimizationen_US
dc.titleLogistics-Singer Map-Based A New Chaotic Sara Optimization Methoden_US
dc.typeConference Objecten_US

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