Leader-follower joint optimization of product family configuration and remanufacturing design considering upgrade

被引：0
|
作者：
Zhang Y. [1 ,2 ]
Xia Y. [2 ]
Du G. [2 ]
机构：
[1] School of Economics and Management, Shijiazhuang Tiedao University, Shijiazhuang
[2] College of Management and Economics, Tianjin University, Tianjin
来源：
Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS | 2021年 / 27卷 / 07期
基金：
中国国家自然科学基金;
关键词：
Bilevel programming; Leader-follower joint optimization; Product family configuration; Product family design; Remanufacturing; Upgrade;
D O I：
10.13196/j.cims.2021.07.020
中图分类号：
学科分类号：
摘要：
For the joint optimization of product family configuration and remanufacturing design considering upgrade, a leader-follower joint optimization approach was developed, and a nonlinear bilevel optimization model with the product family configuration as a leader and the remanufacturing design as a follower was formulated. The upper-level optimization problem determined the optimal product family configuration to maximize the life cycle profit, and the remanufacturing design with upgrade consideration was modeled as a lower-level optimization problem to maximize the remanufacturing profit. A bilevel nested genetic algorithm was developed to solve this proposed bilevel model. An industrial case of desktop computer product family was demonstrated to the rationality and feasibility of the proposed approach, and an experiment was conducted to compare the obtained results with the result gained from a two-stage approach. It showed that the proposed approach could solve the joint optimization problem of product family configuration and remanufacturing design considering upgrade more effectively. © 2021, Editorial Department of CIMS. All right reserved.
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页码：2053 / 2064
页数：11
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