A variable neighborhood search for the capacitated arc routing problem with intermediate facilities

被引:85
|
作者
Polacek, Michael [1 ]
Doerner, Karl F. [1 ]
Hartl, Richard F. [1 ]
Maniezzo, Vittorio [2 ]
机构
[1] Univ Vienna, Dept Business Adm, A-1210 Vienna, Austria
[2] Univ Bologna, Dept Comp Sci, I-40100 Bologna, Italy
关键词
capacitated arc routing problem; variable neighborhood search; intermediate facilities; tour length restriction;
D O I
10.1007/s10732-007-9050-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The capacitated arc routing problem (CARP) focuses on servicing edges of an undirected network graph. A wide spectrum of applications like mail delivery, waste collection or street maintenance outlines the relevance of this problem. A realistic variant of the CARP arises from the need of intermediate facilities (IFs) to load up or unload the service vehicle and from tour length restrictions. The proposed Variable Neighborhood Search (VNS) is a simple and robust solution technique which tackles the basic problem as well as its extensions. The VNS shows excellent results on four different benchmark sets. Particularly, for all 120 instances the best known solution could be found and in 71 cases a new best solution was achieved.
引用
收藏
页码:405 / 423
页数:19
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