A heuristic approach to the overnight security service problem

被引:54
作者
Calvo, RW
Cordone, R
机构
[1] Univ Technol Troyes, LOSI, F-10010 Troyes, France
[2] Politecn Milan, Dipartimento Elettron & Informaz, I-20133 Milan, Italy
关键词
security service; capacitated clustering; routing and scheduling;
D O I
10.1016/S0305-0548(02)00070-9
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper introduces the overnight security service problem. The model obtained is a single-objective mixed integer programming problem. It is NP-hard in the strong sense, and exact approaches are not practicable when solving real-life instances. Thus, the model is solved heuristically, through a decomposition in two subproblem. The former is a capacitated clustering problem, the latter is a multiple travelling salesman problem with time windows. Both have a radius constraint which is unusual. The computational results prove the robustness of the approach used. Moreover, a detailed discussion of the results shows that the management objectives are satisfied, providing lower costs, a strong guarantee on the level of service and several different solutions.
引用
收藏
页码:1269 / 1287
页数:19
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