Title :
ABC-ACO for Perishable Food Vehicle Routing Problem with Time Windows
Author :
Gong, Weiwei ; Fu, Zetian
Author_Institution :
Transp. & Economic Res. Inst., China Acad. of Railway Sci., Beijing, China
Abstract :
This paper identifies the key aspects of perishable food distribution problem in metropolis. A multi-objective model of vehicle routing problem with time window is constructed including fixed vehicle cost, operation cost, shelf life loss and default cost. In order to reduce the increase distribution cost via meeting the time window, two-generation Ant Colony Optimization with ABC customer classification (ABC-ACO) is applied to solve the problem. The computational results show that the ACO with targeted customer classification is 20.8% faster and with 15.9% cost reduction.
Keywords :
food processing industry; optimisation; transportation; ABC customer classification; ABC-ACO; default cost; fixed vehicle cost; metropolis; multiobjective model; operation cost; perishable food distribution problem; perishable food vehicle routing problem; shelf life loss; time windows; two-generation ant colony optimization; Classification algorithms; Computational modeling; Computers; Customer satisfaction; Dairy products; Routing; Vehicles; ABC classification; ant colony optimization; perishable food; vehicle routing;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8814-8
Electronic_ISBN :
978-0-7695-4270-6
DOI :
10.1109/ICCIS.2010.311