Title :
A heuristic approach for the open capacitated arc routing problem
Author :
Liu, Ran ; Jiang, Zhibin ; Geng, Na ; Liu, Tiantang
Author_Institution :
Dept. of Ind. Eng. & Logistics Manage., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
The open capacitated arc routing problem (OCARP) is defined and considered in this paper. The OCARP differs from the classic capacitated arc routing problem (CARP) because the vehicles are not required to return to the depot. The OCARP seeks to find a set of minimum cost open routes that serve task arcs of a given graph, subject to vehicle capacity and travel distance span restrictions. A mathematical programming formulation and a lower bound are established. An effective memetic algorithm is developed to solve the OCARP. Computational experiments on randomly generated instances are conducted. The results show that the proposed algorithm can produce high quality solutions within a reasonable computational time span.
Keywords :
graphs; mathematical programming; transportation; vehicles; OCARP; computational time span; cost open route; heuristic approach; mathematical programming; memetic algorithm; open capacitated arc routing problem; task arcs; travel distance span restriction; Algorithm design and analysis; Artificial neural networks; Biological cells; Heuristic algorithms; Partitioning algorithms; Routing; Vehicles; Lower bound; Memetic algorithm; Open capacitated arc routing problem;
Conference_Titel :
Supply Chain Management and Information Systems (SCMIS), 2010 8th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-962-367-696-0