Probabilistic analysis for a multiple depot vehicle routing problem

We give a probabilistic analysis of the Multiple Depot Vehicle Routing Problem (MDVRP) where k depots and n customers are given by i.i.d. random variables in [0,1]d, d ≥ 2. The tour length divided by n(d−1)/d tends to α∫  [0,1] df(x)(d−1)/d dx, where f is the density of the absolutely continuous part of the law of the random variables giving the depots and customers and where the constant α depends on the number of depots. If k = o(n), α is the constant of the TSP problem. For k = λn, λ > 0, we prove lower and upper bounds on α, which decrease as fast as (1 + λ)−1/d.© 2006 Wiley Periodicals, Inc. Random Struct. Alg., 2007

[1]  Moshe Dror,et al.  Probabilistic Analysis of Unit-Demand Vehicle Routeing Problems , 2007, Journal of Applied Probability.

[2]  Gregory Gutin,et al.  The traveling salesman problem , 2006, Discret. Optim..

[3]  N. Read,et al.  Traveling salesman problem, conformal invariance, and dense polymers. , 2004, Physical review letters.

[4]  I D Giosa,et al.  New assignment algorithms for the multi-depot vehicle routing problem , 2002, J. Oper. Res. Soc..

[5]  J. Yukich,et al.  Central limit theorems for some graphs in computational geometry , 2001 .

[6]  J. Yukich,et al.  Asymptotics for Voronoi tessellations on random samples , 1999 .

[7]  Sanjeev Arora,et al.  Polynomial time approximation schemes for Euclidean traveling salesman and other geometric problems , 1998, JACM.

[8]  G. Laporte,et al.  A tabu search heuristic for periodic and multi-depot vehicle routing problems , 1997, Networks.

[9]  Sanjeev Arora,et al.  Polynomial time approximation schemes for Euclidean TSP and other geometric problems , 1996, Proceedings of 37th Conference on Foundations of Computer Science.

[10]  Gilbert Laporte,et al.  A tabu search heuristic for the multi-depot vehicle routing problem , 1996, Comput. Oper. Res..

[11]  J. Yukich,et al.  Limit Theorems and Rates of Convergence for Euclidean Functionals , 1994 .

[12]  Wansoo T. Rhee Probabilistic Analysis of a Capacitated Vehicle Routing Problem II , 1994 .

[13]  Wansoo T. Rhee A Matching Problem and Subadditive Euclidean Functionals , 1993 .

[14]  Bruce L. Golden,et al.  A new heuristic for the multi-depot vehicle routing problem that improves upon best-known solutions , 1993 .

[15]  D. Bertsimas,et al.  An asymptotic determination of the minimum spanning tree and minimum matching constants in geometrical probability , 1990 .

[16]  Alexander H. G. Rinnooy Kan,et al.  Bounds and Heuristics for Capacitated Routing Problems , 1985, Math. Oper. Res..

[17]  J. Steele Subadditive Euclidean Functionals and Nonlinear Growth in Geometric Probability , 1981 .

[18]  J. K. Lenstra,et al.  Complexity of vehicle routing and scheduling problems , 1981, Networks.

[19]  Marshall L. Fisher,et al.  A generalized assignment heuristic for vehicle routing , 1981, Networks.

[20]  Richard M. Karp,et al.  Probabilistic Analysis of Partitioning Algorithms for the Traveling-Salesman Problem in the Plane , 1977, Math. Oper. Res..

[21]  J. Beardwood,et al.  The shortest path through many points , 1959, Mathematical Proceedings of the Cambridge Philosophical Society.

[22]  J. Yukich Probability theory of classical Euclidean optimization problems , 1998 .

[23]  Wansoo T. Rhee,et al.  On the Travelling Salesperson Problem in Many Dimensions , 1992, Random Struct. Algorithms.

[24]  J. Steele Probability theory and combinatorial optimization , 1987 .

[25]  B. Weide Statistical methods in algorithm design and analysis. , 1978 .