A heuristic approach to the overnight security service problem

A heuristic approach to the overnight security service problem

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Article ID: iaor20042083
Country: United Kingdom
Volume: 30
Issue: 9
Start Page Number: 1269
End Page Number: 1287
Publication Date: Aug 2003
Journal: Computers and Operations Research
Authors: ,
Keywords: heuristics, programming: integer, programming: travelling salesman
Abstract:

This paper introduces the overnight security service problem. The model obtained is a single-objective mixed integer programming position. 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 into two subproblems. 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.

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