Title :
Logistics network design and optimization of closed-loop supply chain based on mixed integer nonlinear programming model
Author :
Du, Lizhen ; Wu, Junjie ; Hu, Fei
Author_Institution :
Dept. of Ind. Eng., Wuhan Univ. of Sci. & Eng., Wuhan, China
Abstract :
Based on the optimization theory and product recycle and remanufacturing, a closed-loop supply chain logistics network is designed, and a mixed integer nonlinear programming (MINLP) model is constructed. According to characteristic of the model, improved differential evolution algorithm is adopt to solve the problem. As a result, the facility location problem of closed-loop supply chain logistics network and the best flow distribution on each route have been solved. In the end, the validity and feasibility of this model is validated by a concrete example, and it provide a reference model and algorithm for logistics network design of closed-loop supply chain.
Keywords :
evolutionary computation; facility location; integer programming; nonlinear programming; recycling; supply chains; closed-loop supply chain logistics network; differential evolution algorithm; facility location problem; logistics network design; mixed integer nonlinear programming model; optimization theory; product recycle; product remanufacturing; Communication industry; Computer industry; Costs; Design engineering; Design optimization; Industrial control; Logistics; Production facilities; Recycling; Supply chains; MINLP; closed-loop supply chain; logistics network design; supply chain model;
Conference_Titel :
Computing, Communication, Control, and Management, 2009. CCCM 2009. ISECS International Colloquium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-4247-8
DOI :
10.1109/CCCM.2009.5268093