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本文将模糊逻辑和神经网络相结合 ,提出了 Max- Product型 Hopfield人工神经网络 ( Fuzzy HN) ,给出了它的网络结构和形式化描述 ,证明了该 Fuzzy HN的稳定性 ,最后通过理论和数值实验对基于 Max- Product型 Hopfield网络的动态聚类过程和有关性质进行了研究 .
This paper combines fuzzy logic and neural network, proposes Max-Product type Hopfield artificial neural network (Fuzzy HN), gives its network structure and formal description, and proves the stability of the Fuzzy HN. Finally, Numerical experiments on the dynamic clustering process based on the Max-Product Hopfield network and its related properties were studied.