论\(\lambda \) -中心论-网络设计的广义中心:公式和算法

IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Víctor Bucarey, Natividad González-Blanco, Martine Labbé, Juan A. Mesa
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引用次数: 0

摘要

本文主要研究网络设计领域中的\(\lambda \) -中心问题。重点是在遵守预算约束的情况下,在给定的底层网络中设计子网络。该子网旨在有效地服务于源/目的地需求对的集合。我们扩展了Bucarey等人的工作(关于\(\lambda \) -centdian和网络设计的广义中心:定义和属性,2024),提供了广义\(\lambda \) -centdian问题的算法视角。特别地,我们提供了\(\lambda \ge 0\)的数学公式,并讨论了\(\lambda >1\)问题的双层结构。此外,在求解两个混合整数线性公式的基础上,引入最大值\(\lambda \) -分位的概念,给出了pareto最优集的完全参数化过程。我们使用一些不等式度量来评价不同解概念的质量。最后,对于\(\lambda \in [0,1]\),我们研究了Benders分解方法的实现,以实现大规模求解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On \(\lambda \)-cent-dians and generalized-center for network design: formulations and algorithms

In this paper, we study the \(\lambda \)-centdian problem in the domain of network design. The focus is on designing a sub-network within a given underlying network while adhering to a budget constraint. This sub-network is intended to efficiently serve a collection of origin/destination demand pairs. We extend the work presented in Bucarey et al. (On \(\lambda \)-cent-dians and generalized-center for network design: definitions and properties, 2024), providing an algorithmic perspective on the generalized \(\lambda \)-centdian problem. In particular, we provide a mathematical formulation for \(\lambda \ge 0\) and discuss the bilevel structure of this problem for \(\lambda >1\). Furthermore, we describe a procedure to obtain a complete parametrization of the Pareto-optimality set based on solving two mixed integer linear formulations by introducing the concept of maximum \(\lambda \)-cent-dian. We evaluate the quality of the different solution concepts using some inequality measures. Finally, for \(\lambda \in [0,1]\), we study the implementation of a Benders decomposition method to solve it at scale.

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来源期刊
Annals of Operations Research
Annals of Operations Research 管理科学-运筹学与管理科学
CiteScore
7.90
自引率
16.70%
发文量
596
审稿时长
8.4 months
期刊介绍: The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications. In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.
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