Providing a model and solution method for fuzzy security games and its application in future studies on security threats
Global threats of terrorism, drug-smuggling, and other crimes cause to increase the need to deploy limited security resources to maximize their effectiveness. Prediction of future actions and reviewing all the possible strategies of the attackers has a great influence on the success in the battle. G...
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| Format: | Article |
| Language: | English |
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Command and Staff University
2017-11-01
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| Series: | آیندهپژوهی دفاعی |
| Subjects: | |
| Online Access: | http://www.dfsr.ir/article_32898_5b65992a045f7e3021a7559c16c64ffd.pdf |
| _version_ | 1811161274183057408 |
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| author | Hamid Bigdeli Javad Tayyebi |
| author_facet | Hamid Bigdeli Javad Tayyebi |
| author_sort | Hamid Bigdeli |
| collection | DOAJ |
| description | Global threats of terrorism, drug-smuggling, and other crimes cause to increase the need to deploy limited security resources to maximize their effectiveness. Prediction of future actions and reviewing all the possible strategies of the attackers has a great influence on the success in the battle. Game theory is one of the techniques of futures studies. This paper examines security games in a fuzzy environment. The security games consider encounter model of a defender and several types of attackers. The aim of this paper was providing a method to compute optimal strategy of defender in the conditions of uncertainty. Modeling security threats of centers of public transportation was described. The Bayesian approach was used to solve the uncertainty of encounter a defender with unknown attacker type, and fuzzy theory was used to resolve the uncertainty issue due to ambiguity in understanding the experts and their inadequate judgment. After presenting the model, the problem was written as crisp using α-cuts of fuzzy numbers. Finally, the obtained model was reviewed and its role in the future studies of security threats was addressed, and the validity of the proposed method for an applied sample was examined. |
| first_indexed | 2024-04-10T06:12:05Z |
| format | Article |
| id | doaj.art-ac63af81841a419ab0b16b60658575b3 |
| institution | Directory Open Access Journal |
| issn | 2588-428X 2645-7172 |
| language | English |
| last_indexed | 2024-04-10T06:12:05Z |
| publishDate | 2017-11-01 |
| publisher | Command and Staff University |
| record_format | Article |
| series | آیندهپژوهی دفاعی |
| spelling | doaj.art-ac63af81841a419ab0b16b60658575b32023-03-02T12:24:48ZengCommand and Staff Universityآیندهپژوهی دفاعی2588-428X2645-71722017-11-012672932898Providing a model and solution method for fuzzy security games and its application in future studies on security threatsHamid Bigdeli0Javad Tayyebi1Researcher, Institute for the Study of War, army Command and Staff University,Tehran, I.R.Iran.Department of Industrial Engineering, Faculty of Industrial and Computer Engineering,Birjand University of Technology, Birjand, I.R. Iran.Global threats of terrorism, drug-smuggling, and other crimes cause to increase the need to deploy limited security resources to maximize their effectiveness. Prediction of future actions and reviewing all the possible strategies of the attackers has a great influence on the success in the battle. Game theory is one of the techniques of futures studies. This paper examines security games in a fuzzy environment. The security games consider encounter model of a defender and several types of attackers. The aim of this paper was providing a method to compute optimal strategy of defender in the conditions of uncertainty. Modeling security threats of centers of public transportation was described. The Bayesian approach was used to solve the uncertainty of encounter a defender with unknown attacker type, and fuzzy theory was used to resolve the uncertainty issue due to ambiguity in understanding the experts and their inadequate judgment. After presenting the model, the problem was written as crisp using α-cuts of fuzzy numbers. Finally, the obtained model was reviewed and its role in the future studies of security threats was addressed, and the validity of the proposed method for an applied sample was examined.http://www.dfsr.ir/article_32898_5b65992a045f7e3021a7559c16c64ffd.pdffuture studiessecurity gamemodeling threatfuzzy setssecurity of transportation centers |
| spellingShingle | Hamid Bigdeli Javad Tayyebi Providing a model and solution method for fuzzy security games and its application in future studies on security threats آیندهپژوهی دفاعی future studies security game modeling threat fuzzy sets security of transportation centers |
| title | Providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| title_full | Providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| title_fullStr | Providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| title_full_unstemmed | Providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| title_short | Providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| title_sort | providing a model and solution method for fuzzy security games and its application in future studies on security threats |
| topic | future studies security game modeling threat fuzzy sets security of transportation centers |
| url | http://www.dfsr.ir/article_32898_5b65992a045f7e3021a7559c16c64ffd.pdf |
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