Title :
Complicated Logistics Network Redesign Considering Service Differentiation
Author :
Zhou, Lina ; Xu, Xiaofei ; Deng, Shengchun ; Liu, Xudong
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
Logistics network design is a strategic issue for nearly all companies. In the past, a logistics network once established was used for several periods. However, recent years have seen a rapidly changing economic environment. Trends in markets, shifts of customer clusters, changes of cost structures, and increasing competition are some of the aspects compelling companies to periodically redesign their logistics networks. In this paper, a complicated logistics network redesign problem is studied. To ensure the service levels of the important customers and products, weighting factors are employed, and a new service level measurement based on differentiation is proposed. Then a multi-objective model is formulated to redesign the complicated logistics network, and the NSGAII based solution procedure with determinant-code encoding structure is developed to achieve the Pareto solutions. The applicability of the proposed approach is demonstrated with the help of a real world case study from a Chinese automobile enterprise.
Keywords :
Pareto optimisation; logistics; Chinese automobile enterprise; Pareto solutions; code encoding structure; complicated logistics network redesign; cost structures; customer clusters; economic environment; multiobjective model; service differentiation; Customer services; Indexes; Optimization; Sociology; Statistics; Supply chains; customer service level; determinant code; logistics network; multi-objective optimization; service differentiation;
Conference_Titel :
Enterprise Distributed Object Computing Conference (EDOC), 2012 IEEE 16th International
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2444-1
DOI :
10.1109/EDOC.2012.20