产品族设计中产品配置与再制造的联合决策

Joint decision of product configuration and remanufacturing for product family design

International Journal of Production Research · 2015
被引 34
ABS 3

中文导读

针对产品族设计中同时考虑新产品和再制造产品的配置问题,提出一个双目标混合整数规划模型,并用NSGAII算法求解,以最小化成本、最大化市场份额并满足可靠性要求。

Abstract

Product family design (PFD) is a popular method for increasing product variety to satisfy the needs of diversified markets. With the increasing concern for environmental friendliness in society, more and more companies develop launching remanufactured products and include them in their product families. Therefore, PFD should be considered in a broad decision space where configuration of product variants and remanufacturing are considered simultaneously. However, this issue was not addressed properly in previous research. In this paper, a methodology for joint decision of product configuration and remanufacturing is proposed in which a bi-objective mixed integer programming model is formulated to determine the configurations of both new and remanufactured products for minimising product cost, maximising total market share, and satisfying reliability requirements. Then, Non-dominated Sorting Genetic Algorithm II (NSGAII) is adopted to solve the optimization problem. Computational experiments were conducted and their results show that NSGAII is convergent to the model well. A case study is presented to illustrate the applicability and effectiveness of the proposed methodology.

产品族设计再制造多目标优化混合整数规划遗传算法