运筹与管理2018，Vol.27Issue(1)：63-73,11.DOI:10.12005/orms.2018.0011
电子商务环境下考虑退货的选址库存问题模型与算法
Model and Algorithm for Location Inventory Problem Taking Returns into Consideration in E-commerce
摘要
Abstract
Location inventory problem is not only of great significance in integrated logistics system research,but also an important management decision that every logistics company has to make.Based on the characteristics of returns without quality defect which can re-enter the sales channels after a simple repackaging process in e-commerce environment,we propose a location inventory problem model with backhauls and stochastic demand, in which the facility location and inventory control are observed simultaneously.Given the complexity of the LIP model, the paper designs an improved hybrid adaptive differential evolution algorithm to solve the model integrally.The performance of the heuristic is assessed by computational experiments.As can be seen from the solution,the model with its hybrid adaptive differential evolution algorithm is feasible and superior, and it can offer valuable references for facility location,inventory control and distribution-collection decision.关键词
选址库存问题/电子商务/差分进化算法/退货Key words
LIP/e-commerce/differential evolution algorithm/returns分类
管理科学引用本文复制引用
李延晖,吴建林,郭昊..电子商务环境下考虑退货的选址库存问题模型与算法[J].运筹与管理,2018,27(1):63-73,11.基金项目
国家自然科学基金项目(70871050,71171093,71471073) （70871050,71171093,71471073）
中央高校基本科研业务费项目资助(CCNU14Z02016) （CCNU14Z02016）
