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Modular product platforming with supply chain postponement decisions by leader-follower interactive optimization

机译:领导者跟进者互动式优化的模块化产品平台与供应链延期决策

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摘要

Modular product platforming empowers product family design by identifying the common product platform and configuration of product variants for mass customization. The prevailing practice of fulfilling product families is to postpone certain customization modules in the downstream supply chain. Product platforming and postponement decisions are inherently coupled in terms of developing a modular product architecture to leverage product variety and the supply chain. This paper is motivated towards integrated decision making underlying modular product platforming (MPP) with supply chain postponement (SCP). The paper formulates integrated MPP and SCP decisions as a Stackelberg game that entails joint optimization for interactive evaluation of product modularity and supply chain fulfillment costs. A bilevel mixed 0-1 programming model is developed to characterize the leader-follower decision making process. Virtual compound modules are introduced to justifying which modules should be postponed. An upper level optimization problem is established for identification of basic modules and compound modules by maximizing customer-perceived utilities and postponement utilities of product families, whereas a lower level optimization problem deals with the selection of most appropriate postponement service providers for a minimal total supply chain cost. A nested genetic algorithm is developed to solve the bilevel joint optimization model. A case study of laser printer product platforming and supply chain postponement is reported to illustrate the feasibility and potential of the proposed decision model.
机译:模块化产品平台通过识别通用产品平台和用于大规模定制的产品变型的配置来授权产品系列设计。实现产品系列的普遍做法是推迟下游供应链中的某些定制模块。在开发模块化产品体系结构以利用产品种类和供应链方面,产品平台化和推迟决策之间存在内在的耦合。本文的动机是通过供应链延迟(SCP)进行基于模块化产品平台(MPP)的集成决策。本文将MPP和SCP的综合决策公式化为Stackelberg游戏,该游戏需要联合优化产品模块和供应链实现成本的交互式评估。开发了一个两级混合0-1编程模型来描述领导者跟随者的决策过程。引入了虚拟复合模块以说明应推迟哪些模块。通过最大化产品系列的客户感知效用和延期效用,建立了用于识别基本模块和复合模块的上级优化问题,而下级优化问题则涉及以最小的总供应链选择最合适的延期服务提供商成本。提出了一种嵌套遗传算法来求解双层联合优化模型。报告了一个激光打印机产品平台化和供应链延迟的案例研究,以说明所提出的决策模型的可行性和潜力。

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