Compactness of a set of multilayer neural networks and existence of neural network optimal control

被引：0
作者：
Yamazaki, H
Shidama, Y
Eguchi, M
Kobayashi, H
机构：
[1] SHINSHU UNIV,FAC ENGN,NAGANO 380,JAPAN
[2] TOKYO UNIV MERCANTILE MARINE,FAC MERCANTILE MARINE SCI,TOKYO 135,JAPAN
[3] TOKAI UNIV,FAC ENGN,HIRATSUKA,KANAGAWA 25912,JAPAN
来源：
ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE | 1997年 / 80卷 / 03期
关键词：
optimal control; nonlinear feedback; neural network; compactness;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper considers the compactness of a set of muitilayer neural networks that have bounded weights and threshold values. It is shown that the solution of nonlinear optimal feedback control on a set of neural networks depends on virtue of the compactness of the set. The nonlinear optimal feedback control problem is considered as a minimization problem for weights of a neural network. Furthermore, using the result, the solution of a simple system is calculated.
引用
收藏
页码：13 / 20
页数：8
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