农村邮差问题的分支切割算法

IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Annals of Operations Research Pub Date : 2024-08-02 DOI:10.1007/s10479-024-06161-8
Mostafa Khorramizadeh, Roghayeh Javvi
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引用次数: 0

摘要

在本文中,我们提出了一种整数程序设计方法,用于解决多风盈利地点农村邮递员问题(WPLRPP)。我们提出并证明了一个关于相关多面体维度的定理。然后,我们利用该定理研究了所提出的多面体的一些琐碎面。此外,我们还改编并验证了 WPLRPP 的几个大型有效不等式族。我们还利用这些不等式开发了一种高效的分支切割算法,用于求解大型 WPLRPP 实例。我们将提出的分支-切割算法与文献中的其他高效算法进行了比较。数值结果表明,与文献中的其他算法相比,我们的算法可以求解更大的问题实例,所需的计算时间也大大减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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A branch-and-cut algorithm for the windy profitable location rural postman problem

In this paper, we present an integer programming formulation for the windy profitable location rural postman problem (WPLRPP). We state and prove a theorem concerning the dimension of the associated polyhedron. Then, we use this theorem to study some trivial facets of the presented polyhedron. Furthermore, we adapt and validate several large families of valid inequalities for the WPLRPP. We also develop an efficient branch-and-cut algorithm for solving large WPLRPP instances, which leverages those inequalities. We compare our presented branch-and-cut algorithm with other efficient algorithms in the literature. The numerical results show that our algorithm solves larger problem instances and requires considerably less computing time than other algorithms in the literature.

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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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