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Stability analysis of Lagrange neural networks
Author(s): 
Pages: 545-548,552
Year: Issue:  5
Journal: CONTROL AND DECISION

Keyword:  非线性规划Lagrange神经网络不等式约束稳定性LaSalle不变集原理;
Abstract: 若重新定义与不等式约束相关的乘子为正定函数,则在构造Lagrange神经网络时,可直接使用处理等式约束的方法处理不等式约束,不需再用松驰变量将不等式约束转换为等式约束,减小了网络实现的复杂程度.利用Liapunov一阶近似原理,严格分析了这类Lagrange神经网络的局部稳定性;并采用LaSalle不变集原理,讨论其大范围稳定性.
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