In this contribution we pursue the study of the Bi-level Interdiction Knapsack Problem, where a leader interdicts some knapsack items subject to a budget constraint in order to maximally reduce the total profit of the Knapsack Problem that the follower solves on the remaining items. We study the computational complexity of the problem when the leader’s interdiction costs are unitary and prove that the problem remains Σ2p-complete using a reduction from the bi-level 3-SAT problem. Additionally, we prove that the version with unitary lower level weights but arbitrary interdiction costs is NP-complete.

Complexity Results on the Bi-Level Interdiction Knapsack Problem with Unit Interdiction Costs or Unit Weights / A. Boggio Tomasaz, M. Carvalho, R. Cordone, P. Hosteins (AIRO SPRINGER SERIES). - In: Operations Research: Closing the Gap Between Research and Practice International Conference on Optimization and Decision Science (ODS), Badesi, Italy, September 8-12, 2024 / [a cura di] M. Di Francesco, E. Gorgone, B. Manca, S. Zanda. - [s.l] : Springer Nature, 2026. - ISBN 978-3-031-90094-5. - pp. 195-204 (( Optimization and Decision Science - ODS2024 International Conference on Optimization and Decision Science (ODS), Badesi, Italy, September 8-12, 2024 Badesi 2024 [10.1007/978-3-031-90095-2_17].

Complexity Results on the Bi-Level Interdiction Knapsack Problem with Unit Interdiction Costs or Unit Weights

A. Boggio Tomasaz
Primo
;
R. Cordone;P. Hosteins
Ultimo
2026

Abstract

In this contribution we pursue the study of the Bi-level Interdiction Knapsack Problem, where a leader interdicts some knapsack items subject to a budget constraint in order to maximally reduce the total profit of the Knapsack Problem that the follower solves on the remaining items. We study the computational complexity of the problem when the leader’s interdiction costs are unitary and prove that the problem remains Σ2p-complete using a reduction from the bi-level 3-SAT problem. Additionally, we prove that the version with unitary lower level weights but arbitrary interdiction costs is NP-complete.
Bi-level Knapsack; Interdiction; Polynomial hierarchy; Stackelberg game
Settore INFO-01/A - Informatica
Settore MATH-06/A - Ricerca operativa
2026
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1222795
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