| 求解非线性方程的一种改进Hopfield神经网络 |
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| 引用本文： | 林家骏 韩正之. 求解非线性方程的一种改进Hopfield神经网络[J]. 控制与决策, 1994, 9(2): 111-114 |
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| 作者姓名： | 林家骏 韩正之 |
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| 作者单位： | 华东理工大学自控系，上海交通大学 |
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| 摘 要： | 本文提出一种改进的ＨｏｐｆｉｅＩｄ神经网络来求解非线性方程。文中给出了这种网络的结构，讨论了网络平衡点与非线性方程解之间的关系，证明了网络的稳定性。这种网络的结构较为简单，易于编程及硬件实现。
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| 关 键 词： | 非线性方程，二次规划，神经网络，Hopfield网络 |
An Improved Hopfield Neural Network for Solving Nonlinear Equations |
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| Lin Jiajun, Han Zhengzhi. An Improved Hopfield Neural Network for Solving Nonlinear Equations[J]. Control and Decision, 1994, 9(2): 111-114 |
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| Authors: | Lin Jiajun Han Zhengzhi |
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| Affiliation: | Lin Jiajun; Han Zhengzhi(East China University of Science and Technology) (Shanghai Jiaotong University) |
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| Abstract: | This paper presents an improved Hopfield neural network for solving nonlinear equations.It is verified that this network is stable, and the equilibriums of network contain the solutions of nonlinear equations. The network given in this paper has simple structure meanwhile it is easily realized by hardware and software. |
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| Keywords: | nonlinear equations quadratic program neural network Hopfield neural network |
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