The Capacitated Arc Routing Problem: Valid Inequalities and Facets

In this paper we study the polyhedron associated with the Capacitated Arc Routing Problem (CARP) where a maximum number K of vehicles is available. We show that a subset of the facets of the CARP polyhedron depends only on the demands of the required edges and they can be derived from the study of the Generalized Assignment Problem (GAP). The conditions for a larger class of valid inequalities to define facets of the CARP polyhedron still depend on the properties of the GAP polyhedron. We introduce the special case of the CARP where all the required edges have unit demand (CARPUD) to avoid the number problem represented by the GAP. This allows us to make a polyhedral study in which the conditions for the inequalities to be facet inducing are easily verifiable. We give necessary and sufficient conditions for a variety of inequalities, which are valid for CARP, to be facet inducing for CARPUD.The resulting partial description of the polyhedron has been used to develop a cutting plane algorithm for the Capacitated Arc Routing Problem. The lower bound provided by this algorithm outperformed all the existing lower bounds for the CARP on a set of 34 instances taken from the literature.

[1]  Gérard Cornuéjols,et al.  Polyhedral study of the capacitated vehicle routing problem , 1993, Math. Program..

[2]  B. Golden,et al.  The Capacitated Chinese Postman Problem: Lower Bounds and Solvable Cases , 1987 .

[3]  E. Balas,et al.  Facets of the Knapsack Polytope From Minimal Covers , 1978 .

[4]  Richard W. Eglese,et al.  Efficient Routeing for Winter Gritting , 1992 .

[5]  Laurence A. Wolsey,et al.  Integer and Combinatorial Optimization , 1988 .

[6]  Ángel Corberán,et al.  The capacitated arc routing problem. A heuristic algorithm , 1990 .

[7]  Ángel Corberán,et al.  The Capacitated Arc Routing Problem: Lower bounds , 1992, Networks.

[8]  Wen Lea Pearn,et al.  New lower bounds for the Capacitated Arc Routing Problem , 1988, Networks.

[9]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[10]  M. R. Rao,et al.  The generalized assignment problem: Valid inequalities and facets , 1990, Math. Program..

[11]  Nicos Christofides The optimum traversal of a graph , 1973 .

[12]  Manfred W. Padberg (1,k)-configurations and facets for packing problems , 1980, Math. Program..

[13]  M. Padberg,et al.  Addendum: Optimization of a 532-city symmetric traveling salesman problem by branch and cut , 1990 .

[14]  Bruce L. Golden,et al.  Capacitated arc routing problems , 1981, Networks.

[15]  M. BelenguerJ.,et al.  The Capacitated Arc Routing Problem , 1998 .

[16]  Moshe Dror,et al.  Routing electric meter readers , 1979, Comput. Oper. Res..

[17]  M. R. Rao,et al.  Odd Minimum Cut-Sets and b-Matchings , 1982, Math. Oper. Res..

[18]  Wen Lea Pearn,et al.  Approximate solutions for the capacitated arc routing problem , 1989, Comput. Oper. Res..

[19]  Bruce L. Golden,et al.  Chapter 5 Arc routing methods and applications , 1995 .

[20]  Zaw Win,et al.  Contributions to routing problems , 1987 .

[21]  Lawrence Bodin,et al.  A detailed description of a computer system for the routing and scheduling of street sweepers , 1979, Comput. Oper. Res..

[22]  Lawrence Bodin,et al.  Networks and vehicle routing for municipal waste collection , 1974, Networks.

[23]  José Manuel Belenguer Ribera El poliedro del problema de rutas por arcos con capacidades , 1990 .

[24]  Michel Gendreau,et al.  Arc Routing Problems, Part II: The Rural Postman Problem , 1995, Oper. Res..

[25]  M. R. Rao,et al.  (1,k)-configuration facets for the generalized assignment problem , 1990, Math. Program..

[26]  Bruce L. Golden,et al.  Computational experiments with algorithms for a class of routing problems , 1983, Comput. Oper. Res..

[27]  Wen Lea Pearn,et al.  Transforming arc routing into node routing problems , 1987, Comput. Oper. Res..

[28]  Wen Lea Pearn,et al.  Augment-insert algorithms for the capacitated arc routing problem , 1991, Comput. Oper. Res..

[29]  Gilbert Laporte,et al.  Arc Routing Problems, Part I: The Chinese Postman Problem , 1995, Oper. Res..