A hybrid metaheuristic approach for the rollon-rolloff vehicle routing problem

This paper discusses the rollon-rolloff vehicle routing problem, a sanitation routing problem in which large containers are left at customer locations such as construction sites and shopping centers. Customers dump their garbage into large waste containers and request for waste treatment services. Tractors then transport a container at a time between customer locations, disposal facility, and depot. The objective of the problem is to determine routes that minimize the number of required tractors and their deadhead time to serve all given customer demands. We propose a hybrid metaheuristic approach that consists of a large neighborhood search and various improvement methods to solve the problem. The effectiveness of the proposed approach is demonstrated by computational experiments using benchmark data. New best-known solutions are found for 17 problems out of 20 benchmark instances.

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

[2]  Billy E. Gillett,et al.  A Heuristic Algorithm for the Vehicle-Dispatch Problem , 1974, Oper. Res..

[3]  Claudia Andrea Arribas,et al.  Urban solid waste collection system using mathematical modelling and tools of geographic information systems , 2010, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[4]  Michel Gendreau,et al.  A Tabu Search Heuristic for the Vehicle Routing Problem with Soft Time Windows , 1997, Transp. Sci..

[5]  Javier Marenco,et al.  A method for optimizing waste collection using mathematical programming: a Buenos Aires case study , 2012, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[6]  Bruce L. Golden,et al.  Routing Vehicles in the Real World: Applications in the Solid Waste, Beverage, Food, Dairy, and Newspaper Industries , 2002, The Vehicle Routing Problem.

[7]  Thierry Kulcar,et al.  Optimizing solid waste collection in Brussels , 1996 .

[8]  Byung-In Kim,et al.  The rollon-rolloff waste collection vehicle routing problem with time windows , 2013, Eur. J. Oper. Res..

[9]  Richard W. Eglese,et al.  Combinatorial optimization and Green Logistics , 2010, Ann. Oper. Res..

[10]  Donald D. Eisenstein,et al.  Garbage Collection in Chicago: A Dynamic Scheduling Model , 1997 .

[11]  L. De Meulemeester,et al.  Optimal sequencing of skip collections and deliveries , 1997 .

[12]  Roberto Baldacci,et al.  The Rollon-Rolloff Vehicle Routing Problem , 2000, Transp. Sci..

[13]  Harri Niska,et al.  Improved route planning and scheduling of waste collection and transport , 2006, Expert Syst. Appl..

[14]  Abraham P. Punnen,et al.  A survey of very large-scale neighborhood search techniques , 2002, Discret. Appl. Math..

[15]  Maria Grazia Speranza,et al.  Vehicle routing in the 1-skip collection problem , 2004, J. Oper. Res. Soc..

[16]  Byung-In Kim,et al.  Some extensions to the sweep algorithm , 2011 .

[17]  Roberto Baldacci,et al.  The multiple disposal facilities and multiple inventory locations rollon-rolloff vehicle routing problem , 2006, Comput. Oper. Res..

[18]  Byung-In Kim,et al.  Waste collection vehicle routing problem with time windows using multi-objective genetic algorithms , 2007 .

[19]  Harold Krikke,et al.  Vehicle routing concepts in the closed-loop container network of ARN—a case study , 2006, OR Spectr..

[20]  Pierre Hansen,et al.  Variable Neighborhood Search , 2018, Handbook of Heuristics.

[21]  Pierre Hansen,et al.  Variable neighborhood search: Principles and applications , 1998, Eur. J. Oper. Res..

[22]  David Pisinger,et al.  A general heuristic for vehicle routing problems , 2007, Comput. Oper. Res..

[23]  G. Dueck,et al.  Record Breaking Optimization Results Using the Ruin and Recreate Principle , 2000 .

[24]  Alexander Popov,et al.  Routing Optimization for Waste Management , 2005, Interfaces.

[25]  A. M. Benjamin,et al.  Metaheuristics for the waste collection vehicle routing problem with time windows , 2011 .

[26]  David Pisinger,et al.  An Adaptive Large Neighborhood Search Heuristic for the Pickup and Delivery Problem with Time Windows , 2006, Transp. Sci..