【摘要】 提出了在平稳点有限的情况下无约束极小化问题的神经网络求解模型 ,给出了网络的全局稳定性分析以及各个平稳点的吸引域估计 ,证明了网络平衡点集合的全局H 收敛性 .对网络的可靠运行与有效运行提供了理论基础 .更多还原

【Abstract】 Neural networks for problems of the global optimization in the case of objective function having a finite number of stationary points are proposed. The attractive region of the equilibrium point is given with the global convergence of the equilibrium point set also studied. Our results present a theoretic basis for the active and efficient movement of the neural networks.更多还原