Abstract
The Clustered Prize-collecting Arc Routing Problem is an arc routing problem where each demand edge is associated with a profit which is collected once if the edge is serviced, independently of the number of times it is traversed. It is further required that if a demand edge is serviced, then all the demand edges of its component are also serviced.
This paper presents GRASP and Path Relinking heuristics for the Clustered Prize-collecting Arc Routing Problem. For the constructive phase of the GRASP two different strategies are considered. One of them follows a bottom-up style whereas the other one is a top-down procedure. The best solutions obtained with both strategies are used as elite solutions for the Path Relinking. The results of extensive computational experiments are presented and analyzed.
Similar content being viewed by others
References
Aráoz, J., Fernández, E., Zoltan, C.: The Privatized Rural Postman Problem. Comput. Oper. Res. 33, 3432–3449 (2006)
Aráoz, J., Fernández, E., Meza, O.: Solving the Prize-collecting Rural Postman Problem. Eur. J. Oper. Res. 196(3), 886–896 (2009)
Aráoz, J., Fernández, E., Franquesa, C.: The clustered prize-collecting arc routing problem. Transp. Sci. 43(3), 287–300 (2009)
Archetti, C., Feillet, D., Hertz, A., Speranza, M.G.: The undirected capacitated arc routing problem with profits. Comput. Oper. Res. 37(11), 1860–1869 (2010)
Assad, A.A., Golden, B.L.: Arc routing methods and applications. In: Network Routing. Handbooks in Operations Research and Management Science, vol. 8, pp. 375–483 (1995)
Beltrami, E.L., Bodin, L.D.: Networks and vehicle routing for municipal waste collection. Networks 4, 65–94 (1974)
Benavent, E., Carrotta, A., Corberán, A., Sanchis, J.M., Vigo, D.: Lower bounds and heuristics for the windy rural postman problem. Eur. J. Oper. Res. 176, 855–869 (2007)
Bodin, L.D., Kursh, S.J.: A computer-assisted system for the routing and scheduling of street sweepers. Oper. Res. 26, 525–537 (1978)
Christofides, N.: The optimum traversal of a graph. Omega 1, 719–732 (1973)
Corberán, A., Martí, R., Sanchís, J.M.: A GRASP heuristic for the mixed Chinese postman problem. Eur. J. Oper. Res. 142(1), 70–80 (2002)
Corberán, A., Fernández, E., Franquesa, C., Sanchís, J.M.: The windy prize-collecting arc-routing problem. Transp. Sci. 45, 317–334 (2011)
Delmaire, H., Díaz, J.A., Fernández, E., Ortega, M.: Reactive GRASP and tabu search based heuristics for the single source capacitated plant location problem. Inf. Syst. Oper. Res. 37, 194–225 (1999)
Díaz, J.A., Fernández, E.: Hybrid scatter search and path relinking for the capacitated p-median problem. Eur. J. Oper. Res. 169(2), 570–585 (2006)
Drews, D.: Liberalisation, privatisation and regulation in the German postal services sector. Deliverable 1 for the Project Privatisation of Public Services and the Impact on Quality, Employment and Productivity (PIQUE) CIT5-2006-028478 (2006)
Dror, M.: Arc Routing: Theory, Solutions and Applications. Kluwer Academic, Dordrecht (2000)
Edmonds, J., Johnson, E.L.: Matching, Euler tours and the Chinese Postman. Math. Program. 8, 88–124 (1973)
Feillet, D., Dejax, P., Gendreau, M.: The Profitable Arc Tour Problem: solution with a branch-and-price algorithm. Transp. Sci. 39, 539–552 (2005)
Feo, T.A., Resende, M.G.C.: Greedy randomized adaptive search procedures. J. Glob. Optim. 6, 109–133 (1995)
Fernández, E., Meza, O., Garfinkel, R., Ortega, M.: On the undirected rural postman problem: tight bounds based on a new formulation. Oper. Res. 51, 281–291 (2003)
Franquesa, C.: The Clustered Prize-collecting Arc Routing Problem. PhD Thesis, Technical University of Catalonia (2008)
Franquesa, C., Aráoz, J., Fernández, E.: A greedy random adaptive search procedure heuristic for the clustered prize-collecting arc routing problem. In: MHILP, Seville, November (2009)
Frederickson, G.N.: Approximation algorithms for some postman problems. J. ACM 7, 178–193 (1979)
Glover, F.: Tabu search and adaptive memory programming: Advances, applications and challenges. In: Barr, R.S., Helgason, R.V., Kennington, J.L. (eds.) Interfaces in Computer Science and Operations Research, pp. 1–75. Kluwer Academic, Dordrecht (1996)
Glover, F.: Multi-start and strategic oscillation methods: Principles to exploit adaptive memory. In: Laguna, M., González-Velarde, J.J. (eds.) Computing Tools for Modeling, Optimization and Simulation: Interfaces in Computer Science and Op, pp. 1–24. Kluwer Academic, Dordrecht (2000)
Glover, F., Laguna, M.: Tabu Search. Kluwer Academic, Dordrecht (1997)
Glover, F., Laguna, M., Martí, R.: Fundamentals of scatter search and path relinking. Control Cybern. 39, 653–684 (2000)
Hamming, R.W.: Error detecting and error correcting codes. Bell Syst. Tech. J. 26(2), 147–160 (1950)
Lenstra, J.K., Rinnooy Kan, A.H.G.: On general routing problem. Networks 6, 273–280 (1976)
Orloff, C.C.: A fundamental problem in vehicle routing. Networks 4, 35–64 (1974)
Rechioui, M., Prins, C., Labadi, N.: GRASP with Path Relinking for the Capacitated Arc Routing Problem with Time Windows. In: Applications of Evolutionary Computing. Lecture Notes in Computer Science, vol. 4448, pp. 722–731. Springer, Berlin/Heidelberg (2007)
Resende, M.G.C., Ribeiro, C.C.: Greedy randomized adaptive search procedures: Advances and applications. In: Potvin, J.-Y., Gendreau, M. (eds.) Handbook of Metaheuristics, 2nd edn. Springer, New York (2008)
Resende, M.G.C.C., Ribeiro, C.C.: In: Burke, E.K., Kendall, G. (eds.) GRASP. Search Methodologies, 2nd edn. Springer, Berlin (2010)
Resende, M.G.C., Werneck, R.F.: A hybrid multistart heuristic for the uncapacitated facility location problem. Eur. J. Oper. Res. 174, 54–68 (2006)
Resende, M.G.C., Martí, R., Gallego, M., Duarte, A.: GRASP and path relinking for the max-min diversity problem. Comput. Oper. Res. 37(3), 498–508 (2008)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Aráoz, J., Fernández, E. & Franquesa, C. GRASP and Path Relinking for the Clustered Prize-collecting Arc Routing Problem. J Heuristics 19, 343–371 (2013). https://doi.org/10.1007/s10732-011-9183-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10732-011-9183-1