The design of sustainable logistics network under uncertainty

被引:107
|
作者
Lee, Der-Horng [1 ]
Dong, Meng [1 ]
Bian, Wen [1 ]
机构
[1] Natl Univ Singapore, Dept Civil Engn, Singapore 117576, Singapore
关键词
Reverse logistics; Network design; Stochastic programming; Sample average approximation; Importance sampling; PRODUCT RECOVERY; OPTIMIZATION; MODEL;
D O I
10.1016/j.ijpe.2010.06.009
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The design of sustainable logistics network has attracted growing attention with the stringent pressures from environmental and social requirements. This paper proposes a stochastic programming based approach to account for the design of sustainable logistics network under uncertainty. A solution approach integrating the sample average approximation scheme with an importance sampling strategy is developed. A case study involving a large-scale sustainable logistics network in Asia Pacific region is presented to demonstrate the significance of the developed stochastic model and the efficiency of the proposed solution approach. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:159 / 166
页数:8
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