| 简析Lyapunov函数40例 |
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| 引用本文： | 吴新余.简析Lyapunov函数40例[J].南京邮电大学学报(自然科学版),1992(4). |
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| 作者姓名： | 吴新余 |
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| 作者单位： | 南京邮电学院基础课部 |
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| 摘 要： | 在神经网络的研究中,建立能量函数(即Lyapunov函数)是极为重要的一步,因为系统的能量函数一旦被确定,则相应的系统动力学方程和状态变量的变化规律也就随之确定。本文对所见到的40余种Lyapunov函数作出简要分析,并总结出了一些规律。
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| 关 键 词： | 李雅普诺夫函数 神经网络 自适应控制系统 |
The Brief Analysis of 40 Examples of the Lyapunov Functions |
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| Wu Xinyu.The Brief Analysis of 40 Examples of the Lyapunov Functions[J].Journal of Nanjing University of Posts and Telecommunications,1992(4). |
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| Authors: | Wu Xinyu |
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| Institution: | Department of Basic Courses |
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| Abstract: | When researching the neural network, to establish the energy function is significant. Once the energy of a system is determined,the asociated dynamic equations and its evolution laws of state Variables are also determined. In this paper, we briefly analyze the collected 40 examples of Lyapunov functions,and summarize some regulations for reference to people who is interesting to it. |
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| Keywords: | Lyapunov function Neural network Adaptive control systems |
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