A new branch-and-cut algorithm for the capacitated vehicle routing problem

被引:334
作者
Lysgaard, J [1 ]
Letchford, AN
Eglese, RW
机构
[1] Aarhus Sch Business, Dept Management Sci & Logist, Aarhus, Denmark
[2] Univ Lancaster, Dept Management Sci, Lancaster LA1 4YW, England
关键词
vehicle routing; branch-and-cut; separation;
D O I
10.1007/s10107-003-0481-8
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present a new branch-and-cut algorithm for the capacitated vehicle routing problem (CVRP). The algorithm uses a variety of cutting planes, including capacity, framed capacity, generalized capacity, strengthened comb, multistar, partial multistar, extended hypotour inequalities, and classical Gomory mixed-integer cuts. For each of these classes of inequalities we describe our separation algorithms in detail. Also we describe the other important ingredients of our branch-and-cut algorithm, such as the branching rules, the node selection strategy, and the cut pool management. Computational results, for a large number of instances, show that the new algorithm is competitive. In particular, we solve three instances (B-n50-k8, B-n66-k9 and B-n78-k10) of Augerat to optimality for the first time.
引用
收藏
页码:423 / 445
页数:23
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