A modified crow search algorithm for the weapon-target assignment problem

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dc.authoridSonuc, Emrullah/0000-0001-7425-6963
dc.contributor.authorSonuc, Emrullah
dc.date.accessioned2024-09-29T16:04:42Z
dc.date.available2024-09-29T16:04:42Z
dc.date.issued2020
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThe Weapon-Target Assignment (WTA) problem is one of the most important optimization problems in military operation research. In the WTA problem, assets of defense aim the best assignment of each weapon to target for decreasing expected damage directed by the offense. In this paper, Modified Crow Search Algorithm (MCSA) is proposed to solve the WTA problem. In MCSA, a trial mechanism is used to improve the quality of solutions using parameter LIMIT. If the solution is not improved after a predetermined number of iterations, then MCSA starts with a new position in the search space. Experimental results on the different sizes of the WTA problem instances show that MCSA outperforms CSA in all problem instances. Also, MCSA achieved better results for 11 out of 12 problem instances compared with four state-of-the-art algorithms. The source codes of MCSA for the WTA are publicly available at http://www.3mrullah.com/MCSA.htmlen_US
dc.identifier.doi10.11121/ijocta.01.2020.00775
dc.identifier.endpage197en_US
dc.identifier.issn2146-0957
dc.identifier.issn2146-5703
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85091457948en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage188en_US
dc.identifier.trdizinid369837en_US
dc.identifier.urihttps://doi.org/10.11121/ijocta.01.2020.00775
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/369837
dc.identifier.urihttps://hdl.handle.net/20.500.14619/6275
dc.identifier.volume10en_US
dc.identifier.wosWOS:000884975300005en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherRamazan Yamanen_US
dc.relation.ispartofInternational Journal of Optimization and Control-Theories & Applications-Ijoctaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectCombinatorial optimizationen_US
dc.subjectCrow search algorithmen_US
dc.subjectNature inspired meta-heuristic algorithmsen_US
dc.subjectWeapon-target Assignment Problemen_US
dc.titleA modified crow search algorithm for the weapon-target assignment problemen_US
dc.typeArticleen_US

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