供应链敏感信息共享的博弈论方法

Xiaofeng Zhang, W. K. Cheung, Zongwei Luo, F. Tong
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引用次数: 8

摘要

由于采用无线射频识别技术,供应链参与者之间的信息共享大大方便,但在共享敏感信息时引起了对隐私的关注。平衡可见性的提高和敏感信息共享的减少之间的冲突至关重要。本文提出了一个领导者-追随者博弈模型,即LFM模型来模拟买方和供应商之间的战略博弈。然后计算Stackelberg平衡状态作为该博弈模型的解。在总信息共享水平和总增益方面,与传统的推导优化方法相比,该方法具有更好的性能。在未来,作者将把这种方法扩展到动态环境中有更多参与者的更复杂的情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Game Theoretic Approach for Sensitive Information Sharing in Supply Chain
With the adoption of radio frequency identification (RFID) technology, information sharing among participants in a supply chain is greatly facilitated, raising privacy concerns on sharing sensitive information. Balancing the conflicts between the improvement of visibility and the decrease of sensitive information shared is paramount. In this paper, the authors propose a leader-follower game model called LFM to model the strategic game between buyer and supplier. A Stackelberg equilibrium state is then computed as the solution to this game model. The proposed approach exhibits better performance when compared with conventional optimization approaches via derivation in terms of the total information sharing level and the total gain acquired verified by the experiments. In the future, the authors will extend this approach to a more complex situation with more participants in a dynamic environment.
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