Improved lower bounds and exact algorithm for the capacitated arc routing problem

被引:31
作者
Bartolini, Enrico [1 ,2 ]
Cordeau, Jean-Francois [1 ,2 ]
Laporte, Gilbert [1 ,2 ]
机构
[1] HEC Montreal, Montreal, PQ H3T 2A7, Canada
[2] Interuniv Res Ctr Enterprise Networks Logist & Tr, 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
Arc routing; Set partitioning; Valid inequalities; Column generation; Dynamic programming; POSTMAN PROBLEM; TRANSFORMATION; INEQUALITIES;
D O I
10.1007/s10107-011-0497-4
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In the capacitated arc routing problem (CARP), a subset of the edges of an undirected graph has to be serviced at least cost by a fleet of identical vehicles in such a way that the total demand of the edges serviced by each vehicle does not exceed its capacity. This paper describes a new lower bounding method for the CARP based on a set partitioning-like formulation of the problem with additional cuts. This method uses cut-and-column generation to solve different relaxations of the problem, and a new dynamic programming method for generating routes. An exact algorithm based on the new lower bounds was also implemented to assess their effectiveness. Computational results over a large set of classical benchmark instances show that the proposed method improves most of the best known lower bounds for the open instances, and can solve several of these for the first time.
引用
收藏
页码:409 / 452
页数:44
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