An integrated approach based on game theory and geographical information systems to solve decision problems

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dc.authoridKose, Erkan/0000-0002-0097-4302
dc.authoridERBAS, Mehmet/0000-0002-3002-6135
dc.contributor.authorKöse, Erkan
dc.contributor.authorErbas, Mehmet
dc.contributor.authorErsen, Erkan
dc.date.accessioned2025-02-24T17:18:43Z
dc.date.available2025-02-24T17:18:43Z
dc.date.issued2017
dc.departmentFakülteler, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
dc.description.abstractIn this study, a military decision problem is handled by an integrated approach based on game theory and geographical information systems (GIS). The problem can be defined as: finding layout plan for troops who want to maximize probability of identifying enemies using particular routes to penetrate border line. The problem has been transformed to two-person zero-sum game by some assumptions and solved in four interconnected stages. First, suitable spots in the terrain for monitoring the enemies were identified. Then, visibility percentages of each of the spots were calculated by using GIS for the routes used by enemies to pass the border line. Next, by assuming the calculated visibility ratios as the probability of identifying the enemy, a two-person zero-sum payoffmatrix was formed. Finally, linear mathematical model established to obtain optimal strategies with their probabilities. There are many techniques in literature to solve military decision problems but we believe that this study, by holding the peculiarity of the first study in which game theory and GIS are used together, will make a significant contribution to literature and future studies. (C) 2017 Elsevier Inc. All rights reserved.
dc.identifier.doi10.1016/j.amc.2017.03.020
dc.identifier.endpage114
dc.identifier.issn0096-3003
dc.identifier.issn1873-5649
dc.identifier.scopus2-s2.0-85016992050
dc.identifier.scopusqualityQ1
dc.identifier.startpage105
dc.identifier.urihttps://doi.org/10.1016/j.amc.2017.03.020
dc.identifier.urihttps://hdl.handle.net/20.500.14440/825
dc.identifier.volume308
dc.identifier.wosWOS:000399591500010
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier Science Inc
dc.relation.ispartofApplied Mathematics and Computation
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250201
dc.subjectDecision making
dc.subjectGame theory
dc.subjectGeographic information systems
dc.titleAn integrated approach based on game theory and geographical information systems to solve decision problems
dc.typeArticle

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