The continuous maximum capacity path interdiction problem

The continuous maximum capacity path interdiction problem
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连续最大容量路径阻断问题

DOI:
10.1016/j.ejor.2022.05.028
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发表时间:
2022
影响因子:
6.4
通讯作者:
Sefair, Jorge A.
Sefair, Jorge A.
中科院分区:
管理学2区
文献类型:
--
作者:
Tayyebi, Javad;Mitra, Ankan;Sefair, Jorge A.

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研究了在一个容量受限的网络中,两个参与者(用户和阻断者)竞争的连续最大容量路径阻断问题。用户希望通过一条路径发送最大可能的流量,该路径的容量由其弧之间的最小容量给出。该算法利用牛顿法的离散形式,在多项式时间内解决了该问题。我们还证明了这个问题可以转化为一个零和博弈,它总是有一个纯纳什均衡点。我们证明了我们的算法在一组随机生成的网络的性能。
This paper studies the continuous maximum capacity path interdiction problem, where two players, user and interdictor, compete in a capacitated network. The user wants to send the maximum possible amount of flow through a path, whose capacity is given by the minimum capacity among its arcs. The budget-constrained interdictor decreases arc capacities by any continuous amount to reduce the quality of the user’s chosen path. We present an efficient algorithm based on a discrete version of the Newton’s method, which helps us solve the problem in polynomial time. We also prove that the problem can be transformed into a zero-sum game, which has always a pure Nash equilibrium point. We demonstrate the performance of our algorithm over a set of randomly generated networks.
DOI: 10.1016/0377-2217(91)90073-5
发表时间: 1991-08
影响因子: 6.4
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