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Network Interdiction through Length-Bounded Critical Disruption Paths: a Bi-Objective Approach

机译:通过长度限制的关键中断路径进行网络拦截:双目标方法

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摘要

In this paper the Bi-Objective k-Length-Bounded Critical Disruption Path (BO-kLB-CDP) optimization problem is proposed, aimed at maximizing the interdiction effects provided on a network by removing a simple path connecting a given source and destination whose length does not exceed a certain threshold. The BO-kLB-CDP problem extends the Critical Disruption Path (CDP) problem introduced by Granata et al. in [Granata, D. and Steeger, G. and Rebennack, S., Network interdiction via a Critical Disruption Path: Branch-and-Price algorithms, Computers & Operations Research, Volume 40, Issue 11, November 2013, Pages 2689–2702]. Several real applications of this class of optimization problems arise in the field of security, surveillance, transportation and evacuation operations. In order to overcome some limits of the original CDP problem and increase its suitability for practical purposes, first we consider a length limitation for Critical Disruption Paths. Second, we generalize the concept of network interdiction considered in the CDP: beside minimizing the cardinality of the maximal connected component after the removal of the CDP, now we are also interested in maximizing the number of connected components in the residual graph. A Mixed Integer Programming formulation for the BO-kLB-CDP problem is therefore proposed and discussed, presenting the results of a multiple objective analysis performed through a computational experience on a large set of instances.
机译:本文提出了双目标k长度有界临界中断路径(BO-kLB-CDP)优化问题,旨在通过消除连接给定源和目标长度的简单路径来最大化网络上的拦截效果。不超过特定阈值。 BO-kLB-CDP问题扩展了Granata等人提出的关键中断路径(CDP)问题。 [Granata,D.和Steeger,G.和Rebennack,S.,《通过关键中断路径进行网络拦截:分支价格算法》,计算机与运筹学,第40卷,第11期,2013年11月,第2689–2702页]。此类优化问题的一些实际应用出现在安全,监视,运输和疏散操作领域。为了克服原始CDP问题的某些限制并提高其在实际应用中的适用性,我们首先考虑关键中断路径的长度限制。其次,我们归纳了CDP中考虑的网络拦截的概念:除了最小化除去CDP之后最大连接组件的基数,现在我们还对最大化残差图中连接组件的数量感兴趣。因此,提出并讨论了BO-kLB-CDP问题的混合整数编程公式,提出了通过大量实例的计算经验执行的多目标分析的结果。

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    Granata, D.; Sgalambro, A.;

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  • 年度 2016
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  • 正文语种 en
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