A General VNS heuristic for the traveling salesman problem with time windows

被引:48
|
作者
da Silva, Rodrigo Ferreira [1 ]
Urrutia, Sebastian [1 ]
机构
[1] Univ Fed Minas Gerais, Dept Comp Sci, BR-31270010 Belo Horizonte, MG, Brazil
关键词
Traveling salesman; Time windows; Heuristics; Variable neighborhood search; Variable neighborhood descent; VARIABLE NEIGHBORHOOD SEARCH; ALGORITHM; INSERTION;
D O I
10.1016/j.disopt.2010.04.002
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
This paper presents a General Variable Neighborhood Search (GVNS) heuristic for the Traveling Salesman Problem with Time Windows (TSPTW). The heuristic is composed by both constructive and optimization stages. In the first stage, the heuristic constructs a feasible solution using VNS, and in the optimization stage the heuristic improves the feasible solution with a General VNS heuristic. Both constructive and optimization stages take advantage of elimination tests, partial neighbor evaluation and neighborhood partitioning techniques. Experimental results show that this approach is efficient, reducing significantly the computation time and improving some best known results from the literature. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:203 / 211
页数:9
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