Iterated variable neighborhood descent algorithm for the capacitated vehicle routing problem

被引:85
作者
Chen, Ping [1 ,2 ]
Huang, Hou-kuan [2 ]
Dong, Xing-Ye [2 ]
机构
[1] Nankai Univ, TEDA Coll, Tianjin 30071, Peoples R China
[2] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
关键词
Capacitated vehicle routing problem; Iterated local search; Variable neighborhood descent; Perturbation; GUIDED EVOLUTION STRATEGIES; TABU SEARCH;
D O I
10.1016/j.eswa.2009.06.047
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 vehicle routing problem (CVRP) aims to determine the minimum total cost routes for a fleet of homogeneous vehicles to serve a set of customers A wide spectrum of applications outlines the relevance of this problem. in this paper, a hybrid heuristic method IVND with variable neighborhood descent based on multi operator optimization is proposed for solving the CVRP A perturbation strategy has been designed by cross-exchange operator to help optimization escape from local minima The performance of our algorithm has been tested on 34 CVRP benchmark problems and it shows that the proposed IVND performs well and is quite competitive with other state-of-the-art heuristics. Additionally, the proposed IVND is flexible and problem dependent, as well as easy to implement. (C) 2009 Elsevier Ltd. All rights reserved
引用
收藏
页码:1620 / 1627
页数:8
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