Exact and heuristic algorithms for the Travelling Salesman Problem with Multiple Time Windows and Hotel Selection

Andreas Baltz, Mourad El Ouali, Gerold J&aauml;ger, Volkmar Sauerland and Anand Srivastav
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Andreas Baltz: Christian Albrechts University of Kiel, Kiel, Germany
Mourad El Ouali: Christian Albrechts University of Kiel, Kiel, Germany
Gerold J&aauml;ger: University of Umeå, Umeå, Sweden
Volkmar Sauerland: Christian Albrechts University of Kiel, Kiel, Germany
Anand Srivastav: Christian Albrechts University of Kiel, Kiel, Germany

Journal of the Operational Research Society, 2015, vol. 66, issue 4, 615-626

Abstract: We introduce and study the Travelling Salesman Problem with Multiple Time Windows and Hotel Selection (TSP-MTWHS), which generalises the well-known Travelling Salesman Problem with Time Windows and the recently introduced Travelling Salesman Problem with Hotel Selection. The TSP-MTWHS consists in determining a route for a salesman (eg, an employee of a services company) who visits various customers at different locations and different time windows. The salesman may require a several-day tour during which he may need to stay in hotels. The goal is to minimise the tour costs consisting of wage, hotel costs, travelling expenses and penalty fees for possibly omitted customers. We present a mixed integer linear programming (MILP) model for this practical problem and a heuristic combining cheapest insert, 2-OPT and randomised restarting. We show on random instances and on real world instances from industry that the MILP model can be solved to optimality in reasonable time with a standard MILP solver for several small instances. We also show that the heuristic gives the same solutions for most of the small instances, and is also fast, efficient and practical for large instances.

Date: 2015
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