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Planning a Defense That Minimizes a Resource Deficit in the Worst-Case Scenario of Supply Network Destruction Full article

Journal Journal of Applied and Industrial Mathematics
ISSN: 1990-4789 , E-ISSN: 1990-4797
Output data Year: 2020, Volume: 14, Number: 3, Pages: 416-429 Pages count : 14 DOI: 10.1134/s1990478920030023
Tags cut generation; total deficit; “Defender–Attacker” problem
Authors Beresnev V.L. 1,2 , Melnikov A.A. 1,2
Affiliations
1 Sobolev Institute of Mathematics
2 Novosibirsk State University

Abstract: We consider same model of planning the defense of edges of a supply network. The vertices of the network represent the consumers and the providers of a resource, while the edges allow us to transmit the resource without delays and capacity constraints. The Defender commits a bounded budget to protect some of the edges, aiming to minimize the damage that is caused by the destruction of the unprotected edges. To measure the damage, we apply the value of the total resource deficit caused by the worst-case scenario of partial network destruction. The Defender’s problem falls into the family of “Defender–Attacker” problems that are formalized as the minimax mixed-integer programming problems. To find an optimal Defender’s solution, we suggest some two cut generation schemes based on a reformulation of the problem as a mixed-integer problem with exponentially many constraints.
Cite: Beresnev V.L. , Melnikov A.A.
Planning a Defense That Minimizes a Resource Deficit in the Worst-Case Scenario of Supply Network Destruction
Journal of Applied and Industrial Mathematics. 2020. V.14. N3. P.416-429. DOI: 10.1134/s1990478920030023 Scopus OpenAlex
Original: Береснев В.Л. , Мельников А.А.
Планирование защиты, минимизирующей дефицит ресурса в худшем сценарии разрушения сети снабжения
Дискретный анализ и исследование операций. 2020. Т.27. №3. С.5-27. DOI: 10.33048/daio.2020.27.687 OpenAlex
Identifiers:
Scopus: 2-s2.0-85094637726
OpenAlex: W3094844779
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