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基于不动点理论的分数阶模糊细胞神经网络的稳定性分析

Stability Analysis of Fractional Order Fuzzy Cellular Neural Networks via Fixed Point Approach
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摘要 针对具有时变时滞的分数阶模糊细胞神经网络,采用Banach不动点理论和方法,直接得到了分数阶神经网络的一个新的稳定性判据。该方法较为新颖,得到比已有结果更简单的结论。最后,给出了一个数值例子来说明所提方法的有效性。 For fractional-order fuzzy cellular neural networks with time-varying delays, Banach fixed point theory and technique are employed to derive a new stability criterion of fractional-order neural networks. This method is relatively novel, and a simpler conclusion is obtained than the existing results. Finally, a numerical example is given to illustrate the effectiveness of the proposed method.
出处 《理论数学》 2024年第3期19-31,共13页 Pure Mathematics
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