Exact and Approximation Algorithms for the Multi-Depot Capacitated Arc Routing Problems

被引:3
|
作者
Yu, Wei [1 ]
Liao, Yujie [1 ]
Yang, Yichen [2 ]
机构
[1] East China Univ Sci & Technol, Sch Math, Shanghai 200237, Peoples R China
[2] Sabre Inc, Sabre Lab Res Team, Southlake, TX 76092 USA
来源
TSINGHUA SCIENCE AND TECHNOLOGY | 2023年 / 28卷 / 05期
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
approximation algorithm; multi-depot; vehicle routing problem; arc routing problem; rural postman problem; DELIVERY PROBLEMS; HEURISTICS; BOUNDS;
D O I
10.26599/TST.2022.9010052
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we investigate a generalization of the classical capacitated arc routing problem, called the Multi-depot Capacitated Arc Routing Problem (MCARP). We give exact and approximation algorithms for different variants of the MCARP. First, we obtain the first constant-ratio approximation algorithms for the MCARP and its nonfixed destination version. Second, for the multi-depot rural postman problem, i.e., a special case of the MCARP where the vehicles have infinite capacity, we develop a (2 - 1/2k + 1)-approximation algorithm (k denotes the number of depots). Third, we show the polynomial solvability of the equal-demand MCARP on a line and devise a 2-approximation algorithm for the multi-depot capacitated vehicle routing problem on a line. Lastly, we conduct extensive numerical experiments on the algorithms for the multi-depot rural postman problem to show their effectiveness.
引用
收藏
页码:916 / 928
页数:13
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