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

页码：13 / 20

页数：8

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