Abstract
Open Vehicle routing problems is a variant of Vehicle Routing Problem, in which vehicles don’t return the depot after serving the customers. In this study, we proposed a cluster first-routed second based algorithm. We combined Kmeans and Variable Neighborhood Search in this algorithm. Our proposed algorithm achieves the best know solutions within a reasonable time for all well-known small and medium scale benchmarks.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Leeuwen, J.V.: Algorithms and complexity. Elsevier [u.a.] (1998)
Sariklis, D., Powell, S.: A heuristic method for the open vehicle routing problem. J. Oper. Res. Soc. 51(5), 564–573 (2000)
Tarantilis, C.D., Ioannou, G., Kiranoudis, C.T., Prastacos, G.P.: A threshold accepting aproach to the open vehicle routing problem, RAIRO. Oper. Res. 38, 345–360 (2004)
Tarantilis, C.D., Ioannou, G., Kiranoudis, C.T., Prastacos, G.P.: Solving the open vehicle routeing problem via a single parameter metaheuristic algorithm. J. Oper. Res. Soc. 56(5), 588–596 (2005)
Li, F., Golden, B., Wasil, E.: The open vehicle routing problem: Algorithms, large-scale test problems, and computational results. Comput. Oper. Res. 34(10), 2918–2930 (2007)
Pisinger, D., Ropke, S.: A general heuristic for vehicle routing problems. Comput. Oper. Res. 34(8), 2403–2435 (2007)
Brandão, J.: A tabu search algorithm for the open vehicle routing problem. Eur. J. Oper. Res. 157(3), 552–564 (2004)
Zachariadis, E.E., Kiranoudis, C.T.: An open vehicle routing problem metaheuristic for examining wide solution neighborhoods. Comput. Oper. Res. 37, 712–723 (2010)
Aksen, D., Özyurt, Z., Aras, N.: Open vehicle routing problem with driver nodes and time deadlines. J. Oper. Res. Soc. 58(9), 1223–1234 (2007)
Fleszar, K., Osman, I.H., Hindi, K.S.: A variable neighbourhood search algorithm for the open vehicle routing problem. Eur. J. Oper. Res. 195(3), 803–809 (2009)
Kritzinger, S., Doerner, K.F., Tricoire, F., Hartl, R.F.: Adaptive search techniques for problems in vehicle routing, Part II: A numerical comparison. Yugoslav J. Oper. Res. (2014)
Marinakis, Y., Marinaki, M.: A bumble bees mating optimization algorithm for the open vehicle routing problem. Swarm Evol. Comput. 15, 80–94 (2014)
Fung, R.Y.K., Liu, R., Jiang, Z.B.: A memetic algorithm for the open capacitated arc routing problem. Transp. Res. Part E Log. Transp. Rev. 50, 53–67 (2013). ISSN 1366-5545
Subramanian, A., Uchoa, E., Ochi, L.S.: A hybrid algorithm for a class of vehicle routing problems. Comput. Oper. Res. 40(10), 2519–2531 (2013). ISSN 0305-0548
Hansen, P., Mladenovic, N.: Variable neighborhood search: principals and applications. Eur. J. Oper. Res. 130(3), 449–467 (2001). ISSN 0377-2217
MacQueen, J.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Statistics, pp. 281–297. University of California Press, Berkeley (1967). http://projecteuclid.org/euclid.bsmsp/1200512992
http://en.wikipedia.org/w/index.php?title=K-means_clustering&oldid=655354053. (Accessed 10 April 2015 08:02 UTC 2015)
Derbel, H., Jarboui, B., Chabchoub, H., Hanafi, S., Mladenovic, N.: A variable neighborhood search for the capacitated location-routing problem. In: 2011 4th International Conference on Logistics (LOGISTIQUA), pp. 514–519, 31 May 2011–3 June 2011
Flood, M.M.: The traveling-salesman problem. Oper. Res. 4(1), 61–75 (1956)
Or, I.: Traveling salesman-type combinatorial problems and their relation to the logistics of blood banking. Northwestern University (1993)
Lin, S.: Computer solutions of the traveling salesman problem. Bell Syst. Tech. J. 44, 2245–2269 (1965)
Potvin, J.-Y., Rousseau, J.-M.: An exchange heuristic for routing problems with time windows. J. Oper. Res. Soc. 46, 1433–1446 (1995)
Savelsbergh, M.: The vehicle routing problem with time windows: minimizing route duration. Informs J Comput 4, 146–154 (1992)
Taillard, E., Badeau, P., Gendreau, M., Guertin, F., J-Y, P.: A tabu search heuristic for the vehicle routing problem with soft time windows. Transport Sci. 31, 170–186 (1997)
Rosenkrantz, D.J., Stearns, R.E., Lewis, P.M.: An analysis of several heuristics for the traveling salesman problem. SIAM J. Comput. 6(3), 563–581 (1977)
Christofides, N., Mingozzi, A., Toth, P.: The vehicle routing problem. In: Combinatorial optimization. Wiley (1979)
Fisher, M.: Optimal solution of vehicle routing problems using minimum k-trees. Oper. Res. 42, 626–642 (1994)
Acknowledgements
This work is supported by the Scientific Research Fund of Fatih University under the project number P50071503_B.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Güler, B., Şevkli, A.Z. (2015). Oscillated Variable Neighborhood Search for Open Vehicle Routing Problem. In: Arik, S., Huang, T., Lai, W., Liu, Q. (eds) Neural Information Processing. ICONIP 2015. Lecture Notes in Computer Science(), vol 9491. Springer, Cham. https://doi.org/10.1007/978-3-319-26555-1_21
Download citation
DOI: https://doi.org/10.1007/978-3-319-26555-1_21
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-26554-4
Online ISBN: 978-3-319-26555-1
eBook Packages: Computer ScienceComputer Science (R0)