A case study on period vehicle routing in a refuse collection system

Period vehicle routing, a multi-period extension of the capacitated vehicle routing problem, is the problem of determining a service combination of each customer as well as the vehicle routes in each period of the planning horizon while satisfying the restrictions on the vehicle capacity and the travel distance (time). The problem can typically be found in refuse collection systems in which end-of-life products or wastes are collected and moved to the facilities where further treatment is taken care of. In this study, we report a case study on the problem for the objective of minimising the fleet size, i.e. the maximum number of vehicles simultaneously required over the planning horizon. To solve the problem, we adopt the two-stage heuristic in which an initial solution is obtained by assigning a service combination to each collection point, and then it is improved by changing the service combination assigned to each collection point. Computational experiment was done on the case data and significant improvement over the conventional method is reported.

[1]  Nicos Christofides,et al.  The period routing problem , 1984, Networks.

[2]  John E. Beasley,et al.  A heuristic algorithm for the period vehicle routing problem , 1984 .

[3]  Dang Vu Tung,et al.  Vehicle routing-scheduling for waste collection in Hanoi , 2000, Eur. J. Oper. Res..

[4]  António Pais Antunes,et al.  Recyclable waste collection planning--a case study , 2004, Eur. J. Oper. Res..

[5]  W. C. Benton,et al.  Supply-Chain Management for Recoverable Manufacturing Systems , 2000, Interfaces.

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

[7]  Dong-Ho Lee,et al.  Reverse Logistics : Research Issues and Literature Review , 2008 .

[8]  Shad Dowlatshahi,et al.  Developing a Theory of Reverse Logistics , 2000, Interfaces.

[9]  Karen Renee Smilowitz,et al.  Modeling Techniques for Periodic Vehicle Routing Problems , 2006 .

[10]  Michel Gendreau,et al.  A tabu search heuristic for periodic and multi-depot vehicle routing problems , 1997, Networks.

[11]  Jim Browne,et al.  Issues in end-of-life product recovery and reverse logistics , 2001 .

[12]  Michal Tzur,et al.  Flexibility and complexity in periodic distribution problems , 2007 .

[13]  Maria Grazia Speranza,et al.  The periodic vehicle routing problem with intermediate facilities , 2002, Eur. J. Oper. Res..

[14]  이동호,et al.  A Two-Stage Heuristic for Period Vehicle Routing:Minimizing the Fleet Size , 2008 .

[15]  Michal Tzur,et al.  The Period Vehicle Routing Problem with Service Choice , 2006, Transp. Sci..

[16]  Giuseppe Paletta,et al.  A Heuristic for the Periodic Vehicle Routing Problem , 1992, Transp. Sci..

[17]  Robert A. Russell,et al.  A multiphase approach to the period routing problem , 1991, Networks.

[18]  Susana Baptista,et al.  A period vehicle routing case study , 2002, Eur. J. Oper. Res..

[19]  Erwin van der Laan,et al.  Quantitative models for reverse logistics: A review , 1997 .

[20]  Jill R. Hardin,et al.  Vehicle minimization for periodic deliveries , 2005, Eur. J. Oper. Res..