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Research on organization agility optimization in manufacture enterprise based on ANFIS-SSBEA

机译：基于ANFIS-SSBEA的制造企业组织敏捷优化研究

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Organization agility of Manufacture enterprise is a complicated non-liner capabilities system. The relationship between organization agility and its influencing factors is just like a “black box”, so it is difficult to describe with define function relation. The paper reviews research work about organization agility, analysis main influencing factors of organization agility, and filter efficient evaluate indexes of organization agility from such influencing factors through membership function and correlation function. Adaptive Network-based Fuzzy Inference System(ANFIS) is attempted to demonstrate the input-output mapping relationship among organization agility and its evaluate indexes, and Swarm Simulation Biology Evolutionary Algorithm(SSEBA) is utilized in ANFIS model to optimization and can get Optimal Solutions of organization agility. So a consult index system is put forward for manufacture enterprise to improve organization agility.
机译：制造企业的组织敏捷性是一个复杂的非衬垫功能系统。组织敏捷与其影响因素之间的关系就像一个“黑匣子”，因此很难用定义函数关系描述。本文评论了关于组织敏捷性的研究工作，分析了组织敏捷性的主要影响因素，并通过成员函数和相关函数来过滤组织敏捷性的高效评价指标。基于自适应网络的模糊推理系统（ANFIS）试图展示组织敏捷性的输入输出映射关系及其评估索引之间的输入输出映射关系，并且在ANFIS模型中使用了大群模拟生物进化算法（SSEBA）以优化，可以获得最佳解决方案组织敏捷性。因此，提出了咨询指标体系，为制造企业提高了改善组织敏捷性。

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