COORDINATING PRODUCTION AND RECYCLING DECISIONS WITH STOCHASTIC DEMAND AND RETURN

被引:48
作者
Shi, Jianmai [1 ,2 ]
Zhang, Guoqing [2 ]
Sha, Jichang [1 ]
Amin, Saman Hassanzadeh [2 ]
机构
[1] Natl Univ Def Technol, Sch Informat Syst & Management, Kay Lab Informat Syst, Changsha, Hunan, Peoples R China
[2] Univ Windsor, Dept Ind & Mfg Syst Engn, Windsor, ON N9B 3P4, Canada
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
Closed loop supply chain; uncertain demand; uncertain return; reverse logistics; Lagrangian relaxation; HYBRID MANUFACTURING/REMANUFACTURING SYSTEMS; REVERSE LOGISTICS; INVENTORY CONTROL; REUSE OPTIONS; ITEM RETURNS; MODEL; RECOVERY; POLICY; ENVIRONMENT; MANAGEMENT;
D O I
10.1007/s11518-010-5147-5
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, the joint production and recycling problem is investigated for a hybrid manufacturing and remanufacturing system where brand-new products are produced in the manufacturing plant and recycled products are remanufactured into as-new products in the remanufacturing facility. Both the brand-new products and remanufactured products are used to satisfy customer demands. Returns of used products that are recycled from customers are assumed to be stochastic and nonlinearly price-dependent. A mathematical model is proposed to maximize the overall profit of the system through simultaneously optimizing the production and recycling decisions, subject to two capacity constraints - the manufacturing capacity and the remanufacturing capacity. Based on Lagrangian relaxation method, subgradient algorithm and heuristic algorithm, a solution approach is developed to solve the problem. A representative example is presented to illustrate the system, and managerial analysis indicates that the uncertainties in demand and return have much influence on the production and recycling policy. In addition, twenty randomly produced examples are solved, and computational results show that the solution approach can obtain very good solutions for all examples in reasonable time.
引用
收藏
页码:385 / 407
页数:23
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