Heuristics for Time Slot Management: A Periodic Vehicle Routing Problem View

نویسندگان

  • Florent Hernandez
  • Michel Gendreau
  • Jean-Yves Potvin
چکیده

In this study, we consider a tactical problem where a time slot combination for delivery service over a given planning horizon must be selected in each zone of a geographical area. Based on the selected time slot combinations, routes are then constructed for the fleet of delivery vehicles for each period of the planning horizon. The routing plan serves as a blueprint for the following operational problem where the availability of the selected time slot combinations must be updated as real customer orders occur. We propose two heuristics for solving the tactical problem. The first heuristic is a three-phase approach: a periodic vehicle routing problem is first solved, followed by a repair phase and a final improvement phase where a vehicle routing problem with time windows is solved for each period of the planning horizon. The second heuristic tackles the problem as a whole by directly solving a periodic vehicle routing problem with time windows. Computational results compare the two heuristics under various settings, based on instances derived from benchmark instances for the vehicle routing problem with time windows.

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تاریخ انتشار 2014