PROPERTIES OF NEURAL NETWORKS WITH APPLICATIONS TO MODELING NONLINEAR DYNAMIC-SYSTEMS

被引：145

作者：

BILLINGS, SA ^{[1
]}

JAMALUDDIN, HB ^{[1
]}

CHEN, S ^{[1
]}

机构：

[1] UNIV EDINBURGH,DEPT ELECT ENGN,EDINBURGH EH9 3JL,MIDLOTHIAN,SCOTLAND

来源：

INTERNATIONAL JOURNAL OF CONTROL | 1992年 / 55卷 / 01期

关键词：

D O I：

10.1080/00207179208934232

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Properties of neural network performance are investigated by studying the modelling of non-linear dynamical systems. Network complexity, node selection, prediction and the effects of noise are studied and some new metrics of performance are introduced. The results are illustrated with both simulated and industrial examples.

引用

页码：193 / 224

页数：32

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