The Electric Traveling Salesman Problem with Time Windows

被引:63
|
作者
Roberti, R. [1 ]
Wen, M. [2 ]
机构
[1] Tech Univ Denmark, DK-2800 Lyngby, Denmark
[2] Xian Jiaotong Liverpool Univ, 111 Ren Ai Rd, Suzhou 215123, Jiangsu, Peoples R China
关键词
Electric vehicles; Green logistics; Traveling Salesman; General Variable Neighborhood Search; Dynamic Programming; Time windows; VEHICLE-ROUTING PROBLEM; ALGORITHM;
D O I
10.1016/j.tre.2016.01.010
中图分类号
F [经济];
学科分类号
02 ;
摘要
To minimize greenhouse gas emissions, the logistic field has seen an increasing usage of electric vehicles. The resulting distribution planning problems present new computational challenges. We address a problem, called Electric Traveling Salesman Problem with Time Windows. We propose a mixed integer linear formulation that can solve 20-customer instances in short computing times and a Three-Phase Heuristic algorithm based on General Variable Neighborhood Search and Dynamic Programming. Computational results show that the heuristic algorithm can find the optimal solution in most small-size instances within a tenth of a second and achieves goods solutions in instances with up to 200 customers. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:32 / 52
页数:21
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