一种BAM神经网络的平衡点存在性唯一性证明

Existence and Uniqueness of That Equilibrium Point of Bam Neural Network

针对一类BAM神经网络的系统稳定性问题,利用自由权矩阵和线性矩阵不等式技术,证明BAM神经网络平衡点的存在性。利用模糊规则,在系统平衡点存在性的前提下,证明平衡点的唯一性。从而验证该神经网络有且仅有一个唯一的全局解。

Stability of BAM neural networks for a class of problems, using the right to freedom of the matrix and linear matrix inequalities, to prove the existence of the equilibrium point of the BAM neural networks. Using the fuzzy rules, un- der the premise of the existence of the system equilibrium point, proved the uniqueness of the equilibrium point. To verify the neural network is just a unique global solution.