最大覆盖选址问题中的边降级

Edge downgrades in the maximal covering location problem

Computers and Operations Research · 2025
被引 2
ABS 3

中文导读

研究网络中的降级最大覆盖选址问题,涉及选址规划者与攻击者的博弈,规划者先选址,攻击者通过增加边长度来破坏覆盖,提出混合整数双层规划模型和启发式算法。

Abstract

We tackle the downgrading maximal covering location problem within a network. In this problem, two actors with conflicting objectives are involved: (a) The location planner aims to determine the location of facilities to maximize the covered demand while anticipating that an attacker will attempt to reduce coverage by increasing the length of some edges (downgrade); (b) The attacker seeks to maximize the demand initially covered by the facilities but left uncovered after the downgrade. The attacker can increase the length of certain edges within a specified budget. We introduce a mixed-integer linear bilevel program to formulate the problem, followed by a preprocessing phase and a matheuristic algorithm designed to address it. Additionally, computational results are presented to illustrate the potential and limitations of the proposed algorithm.

选址问题博弈论网络优化数学规划