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Exact and heuristic algorithms for the Travelling Salesman Problem with Multiple Time Windows and Hotel Selection
Christian-Albrechts Universität Kiel.
Christian-Albrechts Universität Kiel.
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för matematik och matematisk statistik.
Christian-Albrechts Universität Kiel.
Vise andre og tillknytning
2015 (engelsk)Inngår i: Journal of the Operational Research Society, ISSN 0160-5682, E-ISSN 1476-9360, Vol. 66, nr 4, s. 615-626Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

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.

sted, utgiver, år, opplag, sider
2015. Vol. 66, nr 4, s. 615-626
Emneord [en]
Traveling Salesman Problem, Branch-and-bound, Branch-and-cut, Heuristical methods, Exact methods
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-82881DOI: 10.1057/jors.2014.17ISI: 000351561600008OAI: oai:DiVA.org:umu-82881DiVA, id: diva2:663694
Tilgjengelig fra: 2013-11-12 Laget: 2013-11-12 Sist oppdatert: 2018-06-08bibliografisk kontrollert

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