Multi-start iterated local search for the periodic vehicle routing problem with time windows and time spread constraints on services

被引:73
|
作者
Michallet, Julien [1 ,2 ]
Prins, Christian [1 ]
Amodeo, Lionel [1 ]
Yalaoui, Farouk [1 ]
Vitry, Gregoire [2 ]
机构
[1] Univ Technol Troyes, ICD LOSI, F-10004 Troyes, France
[2] Nexxtep Technol, F-51100 Reims, France
关键词
Periodic vehicle routing; Time window; Security constraints; Iterated local search; NEIGHBORHOOD SEARCH; SCHEDULING PROBLEMS; ALGORITHM;
D O I
10.1016/j.cor.2013.07.025
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the field of high-value shipment transportation, companies are faced to the malevolence problem. The risk of ambush increases with the predictability of vehicle routes. This paper addresses a very hard periodic vehicle routing problem with time windows, submitted by a software company specialized in transportation problems with security constraints. The hours of visits to each customer over the planning horizon must be spread in the customer's time window. As the aim is to solve real instances, the running time must be reasonable. A mixed integer linear model and a multi-start iterated local search are proposed. Results are reported on instances derived from classical benchmarks for the vehicle routing problem with time windows, and on two practical instances. Experiments are also conducted on a particular case with a single period, the vehicle routing problem with soft time windows: the new metaheuristic competes with two published algorithms and improves six best known solutions. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:196 / 207
页数:12
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