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Modeling of a Fuzzy Expert System for Choosing an Appropriate Supply Chain Collaboration Strategy

机译:选择适当供应链协作策略的模糊专家系统建模

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摘要

Nowadays, there has been a great interest for business enterprises to work together or collaborate in the supply chain. It is thus possible for them to gain a competitive advantage in the marketplace. However, determining the right collaboration strategy is not an easy task. Namely, there are several factors that need to be considered at the same time. In this regard, an expert system based on fuzzy rules is proposed to choose an appropriate collaboration strategy for a given supply chain. To this end, firstly, the factors that are significant for supply chain collaboration are extracted via an extensive review of literature. Then, a simulation model of a supply chain is constructed to reveal the performance of collaborative practices under various scenarios. Thereby, it is made possible to establish fuzzy rules for the expert system. Finally, feasibility and practicability of our proposed model is verified with an illustrative case.
机译:如今,商业企业对在供应链中进行合作或协作非常感兴趣。因此,他们有可能在市场上获得竞争优势。但是,确定正确的协作策略并非易事。即,有几个因素需要同时考虑。在这方面,提出了一种基于模糊规则的专家系统,为给定的供应链选择合适的协作策略。为此,首先,通过广泛的文献回顾来提取对供应链合作至关重要的因素。然后,构建供应链仿真模型以揭示在各种情况下协作实践的绩效。由此,可以为专家系统建立模糊规则。最后,通过一个实例验证了我们提出的模型的可行性和实用性。

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