A closed loop Stackelberg game in multi-product supply chain considering information security: A case study

IF 2.8 3区工程技术 Q2 ENGINEERING, MANUFACTURING Advances in Production Engineering & Management Pub Date : 2020-06-30 DOI:10.14743/apem2020.2.361

A. Babaeinesami, H. Tohidi, S. Seyedaliakbar

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引用次数: 9

Abstract

Realization of information security among supply chain components has always been one of the concerns of supply chain players. This research is the development of a mixed integer mathematical model for solving the problem of designing a multi-product network chain and balancing the separation line of parts in a closed loop supply chain. This model is responsive to market demand for finished products and spare parts simultaneously, and minimizes the transportation costs in forward and backward chains, product purchase costs in assembly section, costs of renewing collected products, and fixed costs of workplaces for the dividing the parts. This game consists of two players: the first player includes: Suppliers, assembly centers, retailers and customers, and the second player includes collection centers, renovation centers, separation centers and disposal centers. The payoff of each actor is minimizing their own objectives, and the objective of the model is the unawareness of the members of the chain from the objectives of other members (information security). The proposed model was solved in GAMS 24 software. Due to the nested model, the first model is solved first and the results of the model are entered into the second model. The results of the model solution show the good performance of the proposed model after implementation for the case study. Among the innovations of this research is the consideration of the Stackelberg game in multi-product closed loop supply chain along with the balance of the separation line of parts with the objective of minimizing all the cost elements. © 2020 CPE, University of Maribor. All rights reserved.

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考虑信息安全的多产品供应链闭环Stackelberg博弈研究

供应链组件间信息安全的实现一直是供应链参与者关注的问题之一。本文研究的是一个用于解决闭环供应链中多产品网络链设计和零件分离线平衡问题的混合整数数学模型。该模型同时响应市场对成品和备件的需求，使前、后链运输成本、装配段产品采购成本、回收产品更新成本、零件分割车间固定成本最小化。这个博弈由两个参与者组成:第一个参与者包括:供应商、装配中心、零售商和客户，第二个参与者包括收集中心、翻新中心、分离中心和处置中心。每个参与者的收益是最小化他们自己的目标，模型的目标是链中的成员不知道其他成员的目标(信息安全)。在GAMS 24软件中对模型进行了求解。由于模型嵌套，首先求解第一个模型，然后将模型的结果输入到第二个模型中。模型解算结果表明，该模型在实际应用中具有良好的性能。本研究的创新之处在于考虑了多产品闭环供应链中的Stackelberg博弈，并以所有成本因素最小化为目标，平衡了零件分离线。©2020 CPE，马里博尔大学。版权所有。

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来源期刊

Advances in Production Engineering & Management ENGINEERING, MANUFACTURINGMATERIALS SCIENC-MATERIALS SCIENCE, MULTIDISCIPLINARY

CiteScore

5.90

自引率

22.20%

发文量

期刊介绍： Advances in Production Engineering & Management (APEM journal) is an interdisciplinary international academic journal published quarterly. The main goal of the APEM journal is to present original, high quality, theoretical and application-oriented research developments in all areas of production engineering and production management to a broad audience of academics and practitioners. In order to bridge the gap between theory and practice, applications based on advanced theory and case studies are particularly welcome. For theoretical papers, their originality and research contributions are the main factors in the evaluation process. General approaches, formalisms, algorithms or techniques should be illustrated with significant applications that demonstrate their applicability to real-world problems. Please note the APEM journal is not intended especially for studying problems in the finance, economics, business, and bank sectors even though the methodology in the paper is quality/project management oriented. Therefore, the papers should include a substantial level of engineering issues in the field of manufacturing engineering.