Application of Composite Ant Colony Optimization in Logistics Distribution Center Location

被引:1
|
作者
Liu, Xiaolan [1 ,2 ]
Zhang, Wuyi [3 ]
机构
[1] Kunming Univ Sci & Technol, Fac Traff Engn, Kunming 650500, Yunnan, Peoples R China
[2] Kunming Univ Sci & Technol, Fac Econ & Management, Kunming 650093, Yunnan, Peoples R China
[3] Kunming Univ Sci & Technol, Qual Dev Inst, Kunming 650093, Yunnan, Peoples R China
来源
SUSTAINABLE DEVELOPMENT OF URBAN INFRASTRUCTURE, PTS 1-3 | 2013年 / 253-255卷
关键词
logistics; distribution center; ant colony optimization; location;
D O I
10.4028/www.scientific.net/AMM.253-255.1476
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A new model called location, routing, production and sale problem(LRPSP) is proposed for logistics distribution center location in the paper. In this model vehicle routing problem(VRP) and the balance or imbalance problem of production and sale are considered, because all these would influence the selection of locations of logistics distribution centers. And also ant colony optimization(ACO) for clustering and ACO for finding the shortest route are introduced to assign clients to distribution centers and solve VRP respectively for the model. Through designing the transition probability, the tabu list and the way to update pheromones reasonably, the composite algorithm of ACO for clustering and ACO for finding the shortest route(CACO) for LRPSP is realized and the computer program is designed by Java. Finally, it's proved by a simulation case that CACO is feasibility and scientific effectiveness for LRPSP.
引用
收藏
页码:1476 / +
页数:2
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