Locating and protecting facilities from intentional attacks using secrecyAuthor-Name: Zhang, Chi
Ramirez-Marquez, José Emmanuel and
Qing Li
Reliability Engineering and System Safety, 2018, vol. 169, issue C, 51-62
Abstract:
To preserve continued effective performance of facilities, their protection against intentional attacks needs to be considered while determining optimal facility location solutions. We propose a simultaneous game between a defender and an attacker to study facility protection against intentional attacks while keeping the information about protection resource allocation secret. To deal with the complexity of solving the proposed simultaneous game, we employ an algorithm with necessary adaptations to identify its mixed-strategy Nash equilibrium solution, which is used to evaluate the disruption inflicted by intentional attacks on the efficiency of a facility location solution. The facility location problem with protection against intentional attacks is then modeled as a multi-objective optimization problem, in order to balance the cost of opening facilities and the efficiency of facilities with and without facility failures inflicted by intentional attacks. MO-PSDA, a multi-objective evolutionary algorithm, is employed to solve the proposed multi-objective optimization problem.
Keywords: Facility location; Multi-objective optimization; Intentional attacks; Secrecy; Simultaneous game (search for similar items in EconPapers)
Date: 2018
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Citations: View citations in EconPapers (12)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:169:y:2018:i:c:p:51-62
DOI: 10.1016/j.ress.2017.08.005
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