Abstract
A particular vehicle routing problem is considered: a customer asks to load a quantity at one place and to tran sport it to another one. The aim is to determine the daily routes of a fleet of trucks satisfying the requests of a set of customers. Several constraints must be considered: maximal duration of the daily routes; time-windows at the loading points; request of a particular type of trucks.
Several objectives are taken into account. A Multiobjective Simulated Annealing approach is applied to generate an approximation of the set of efficient solutions.
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References
Belenguer J.M. Martinez M.C. and Mota E. A lower bound for the split delivery vehicle routing problem. Operations Research 485 2000), 801–81
Clarke G. and Wright W.: Scheduling of vehicles from a central depot to a number of delivery point. Operations Research 12 (1964), 568–581.
Cordeau J.F., Desaulniers G., Desrosiers J., Solomon M.M. and Soumis F.: VRP with time windows in [34].
Crainic T.G. and Laporte G. (Eds). Fleet management and logistics. Kluwer Academic Publishers (2000).
Desaulniers G., Desrosiers J., Erdmann A., Solomon M.M. and Soumis F.: VRP with pickup and delivery in [34].
Desrosiers J., Laporte G., Sauve M., Soumis F. and Taillefer S.: Vehicle routing with full loads. Computers and Operations Research 15(3) (1988) 219–226.
Dror M., Trudeau P.: Split delivery routing. Naval Research Logistics 37(3) (1990), 383–402.
Dror M., Laporte G. and Trudeau P.: Vehicle routing with split deliveries. Discrete Applied Mathematics 50(3) (1994), 239–254.
Dumas Y., Desrosiers J. and Soumis F.: The pickup and delivery problem with time windows. European Journal of Operational Research 5(1) (1991), 7–22.
El-Sherbeny N.: Resolution of a vehicle routing problem with Multiobjec-tive simulated annealing method. Ph.D. Dissertation. Faculté Polytechnique de Mons (2001)
Ehrgott M. and Gandibleux X. (Eds). Multiple Criteria Optimization: State of the Art Annotated Biliographic Surveys. Kluwer Academic Publishing (2002).
Geiger M.J.: Genetic algorithms for multiple objective vehicle routing, in MIC’2001 (2001) 349–354.
Gendreau M., Laporte G. and Vigo D.: Heuristics for the traveling salesman problem with pickup and delivery. Computers and Operations Research 26 (1999), 699–714.
Gendreau M., Laporte G. and Potvin J-Y.: Metaheuristics for the capacited VRP in [5].
Gendreau M., Laporte G., Potvin J.Y. and Semet F.: Approches basées sur les métaheuristiques pour le problème de tournées de véhicules in [24].
Golden B.L., Wasil E.A., Kelly J.P. and Chao I.M.: Metaheuristics in vehicle routing in [24].
Gronalt M., Hartl R.F. and Reimann M.: New savings based algorithms for time constrained pickup and delivery of full truckloads. To appear in European Journal of Operational Research (2003).
Ho S.C and Haugland D.: A tabu search heuristic for the vehicle routing problem with time windows and split deliveries. To appear in Computers and Operations Research (2003).
Jaszkiewicz A. and Teghem J.: Multiple objective metaheuristics for combinatorial optimization: a tutorial. Technical report, Poznan University, submitted for publication.
Jozefowiez N., Semet F. and Talbi E.: An evolutionary algorithm for a Multi-objective vehicle routing problem, submitted for publication.
Laporte G., Gendreau M., Potvin J-Y. and Semet F.: Classical and modern heuristics for the vehicle routing problem. International Transactions in Operational Research 7 (2000) 285–300.
Laporte G. and Semet F.: Classical heuristics for the capacited VRP in [37].
Nanry W.P. and Barnes J.W.: Solving the pickup and delivery problem with time windows using reactive tabu search. Transportation Research Part B (2000), 107–121.
Pirlot M. and Teghem J.: Outils nouveaux de la Recherche Opérationnelle. Collection IC2, Hermès to appear in 2003.
Rahoual M., Kitoun B., Mabed M., Bachelet V. and Benameur F.: Multicriteria genetic algorithms for the vehicle routing problem with time windows, in MIC’2001 (2001), 527–532.
Ribeiro R. and Loureno R.: A Multiobjective model for a multi period distribution management problem, in MIC’2001 (2001), 97–102.
Ruland K.S. and Rodin E.Y.: The pickup and delivery problem: Faces and branch-and-cut algorithm. Computers Math. Applic. 33(12) (1997) 1–13.
Savelsbergh M.W.P. and Sol M.: The general pickup and delivery problem. Transportation Science 29(1) (1995) 17–29.
Slowinski R.: Fuzzy sets in decision analysis, Operations Research and Statistics. The handbooks of Fuzzy sets series. Kluwer Academic Publishers (1998).
Solomon M.M.: The vehicle routing and scheduling problems with time window constraints. Operations Research 35(2) (1987), 254–265.
Tan K.C., Lee L.H., Zhu Q.L. and Ou K.: Heuristic methods for vehicle routing problem with time windows. Artificial Intelligence in Engineering 15 (2001) 281–295.
Teghem J., Tuyttens D. and Ulungu E.L.: An interactive heuristic method for Multiobjective combinatorial optimization. Computers & Operations Research 27 (2000), 621–634.
Teghem J., Ulungu E.L. and Tuyttens D.: Adaptation des mtaheuristiques en optimization combinatoire multicritre. Collection IC2, Hermès to appear in 2003.
Toth P. and Vigo D.: The vehicle routing problem. SIAM Monographs on Discrete Mathematics and Applications (2002).
Tuyttens D., Teghem J., Fortemps Ph. & Van Nieuwenhuyse K.: Performance of the MOSA method for the bicriteria assignment problem. Journal of Heuristics 6 (2000), 295–310.
Tzoreff T.E., Granot D., Granot F. and Sosie G.: The vehicle routing problem with pickups and deliveries on some special graphs. Discrete Applied Mathematics 116 (2002) 193–229.
Ulungu E.L. and Teghem J.: Multiobjective combinatorial optimization problems: A survey. Journal of Multiple-Criteria Decision Analysis, 3/2 (1994), 83–104.
Ulungu E.L., Teghem, Fortemps Ph. and Tuyttens D.: MOSA method: a tool for solving MOCO problems. Journal of Multi-Criteria Decision Analysis 8 (1999), 221–236.
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Tuyttens, D., Teghem, J., El-Sherbeny, N. (2004). A Particular Multiobjective Vehicle Routing Problem Solved by Simulated Annealing. In: Gandibleux, X., Sevaux, M., Sörensen, K., T’kindt, V. (eds) Metaheuristics for Multiobjective Optimisation. Lecture Notes in Economics and Mathematical Systems, vol 535. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17144-4_5
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DOI: https://doi.org/10.1007/978-3-642-17144-4_5
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