Flow-based integer linear programs to solve the weekly log-truck scheduling problem

نویسندگان

  • Nizar El Hachemi
  • Issmail Elhallaoui
  • Michel Gendreau
  • Louis-Martin Rousseau
چکیده

In this paper we present the solution to a weekly log-truck scheduling problem (LTSP) integrating the routing and scheduling of trucks where all goods are transported in full truckloads. This problem includes aspects such as pick-up and delivery, multiple products, inventory levels, and lunch breaks. The objective is to minimize the overall transportation cost including wait times, and both empty and loaded distance traveled. Our solution is based on a two-phase approach. The first phase involves an integer linear program that determines the destinations of full truckloads. The second phase uses an implicit integer linear program based on an arc formulation model, ensuring routing and scheduling of trucks at a minimum cost. Experiments have been conducted using Cplex 12.4.0, and almost all instances were solved within six hours with a reasonable gap.

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عنوان ژورنال:
  • Annals OR

دوره 232  شماره 

صفحات  -

تاریخ انتشار 2015