A computational comparison of flow formulations for the capacitated location-routing problem

被引:33
作者
Contardo, Claudio [1 ,3 ,5 ]
Cordeau, Jean-Francois [2 ,4 ]
Gendron, Bernard [3 ,4 ]
机构
[1] ESG UQAM, Dept Management & Technol, Montreal, PQ H2X 3X2, Canada
[2] HEC Montreal, Canada Res Chair Logist & Transportat, Montreal, PQ H3T 2A7, Canada
[3] Univ Montreal, Dept Informat & Rech Operat, Montreal, PQ H3C 3J7, Canada
[4] CIRRELT, Montreal, PQ H3C 3J7, Canada
[5] Gerad, Montreal, PQ H3T 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Location-routing; Flow formulations; Branch-and-cut; EXACT ALGORITHM; DELIVERY PROBLEM; TIME WINDOWS; CUT; BRANCH; PICKUP; BOUNDS; PRICE;
D O I
10.1016/j.disopt.2013.07.005
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we present a computational comparison of four different flow formulations for the capacitated location-routing problem. We introduce three new flow formulations for the problem, namely a two-index two-commodity flow formulation, a three-index vehicle-flow formulation and a three-index two-commodity flow formulation. We also consider an existing two-index vehicle-flow formulation and extend it by considering new families of valid inequalities and separation algorithms. We introduce new branch-and-cut algorithms for each of the formulations and compare them on a wide number of instances. Our results show that compact formulations can produce tight gaps and solve many instances quickly, whereas three-index formulations scale better in terms of computing time. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:263 / 295
页数:33
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