Title :
Hybrid ant colony optimization for library distribution network
Author :
Lin, W.D. ; Chan, Eric S. ; Chia, S.Y. ; Li, Huaqing
Author_Institution :
Bus. Process & Syst. Eng., Temasek Polytech., Singapore, Singapore
Abstract :
This paper describes a new designed materials distribution network of public libraries under National Library Board of Singapore. In the new design, the whole distribution network is segregated into a number of sub-networks, or regions, with Library Supply Center (LSC) as a central depot. The route planning for each region could be modeled as a vehicle routing problem (VRP) with both pickup and delivery, and a hybrid ant colony optimization approach is proposed to solve the problem. The initial results demonstrate significant cost savings and efficiency improvement compared with the existing network.
Keywords :
ant colony optimisation; public libraries; traffic information systems; vehicle routing; LSC; National Library Board of Singapore; VRP; central depot; cost savings; hybrid ant colony optimization approach; library distribution network; library supply center; material distribution network; public libraries; route planning; vehicle routing problem; Libraries; Loading; Materials; Monte Carlo methods; Optimization; Sorting; Vehicle routing; Ant Colony Optimization; Library Distribution Network; Vehicle Routing;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/IEEM.2012.6837886