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

被引：143

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

共 50 条

[31] AN ALGORITHM OF OPTIMIZATION FOR NONLINEAR DYNAMIC-SYSTEMS
GABASOV, R
KIRILLOVA, FM
KOSTIUKOVA, OI
[J]. DOKLADY AKADEMII NAUK SSSR, 1990, 313 (03): : 537 - 540
[32] NLF - NONLINEAR FORECASTING FOR DYNAMIC-SYSTEMS
FINKBEINER, S
[J]. YALE JOURNAL OF BIOLOGY AND MEDICINE, 1991, 64 (04): : 425 - 426
[33] DECOMPOSABILITY CONDITIONS ON NONLINEAR DYNAMIC-SYSTEMS
BRANDIN, VN
RAZORENOV, GN
[J]. AUTOMATION AND REMOTE CONTROL, 1976, 37 (12) : 1789 - 1795
[34] CONTROL OF CHAOS IN NONLINEAR DYNAMIC-SYSTEMS
UNAL, A
[J]. LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES, 1991, 151 : 444 - 450
[35] OBSERVABILITY CONDITIONS OF NONLINEAR DYNAMIC-SYSTEMS
BRANDIN, VN
RAZORENOV, GN
[J]. AUTOMATION AND REMOTE CONTROL, 1973, 34 (09) : 1367 - 1373
[36] OBSERVABILITY OF CONTROL NONLINEAR DYNAMIC-SYSTEMS
REZNIKOV, BA
SHESTAKOV, NN
[J]. IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII AVIATSIONAYA TEKHNIKA, 1977, (02): : 139 - 141
[37] NONLINEAR DYNAMIC-SYSTEMS AND PROCESSES - INTRODUCTION
SANDSTEDE, G
[J]. INSTATIONARY PROCESSES AND DYNAMIC EXPERIMENTAL METHODS IN CATALYSIS, ELECTROCHEMISTRY AND CORROSION, 1989, 120 : 1 - 9
[38] PARAMETRIC OPTIMIZATION OF NONLINEAR DYNAMIC-SYSTEMS
TRIGUB, MV
[J]. AUTOMATION AND REMOTE CONTROL, 1992, 53 (07) : 978 - 988
[39] ESTIMATION AND IDENTIFICATION OF NONLINEAR DYNAMIC-SYSTEMS
MOOK, DJ
[J]. AIAA JOURNAL, 1989, 27 (07) : 968 - 974
[40] A CLASS OF NONLINEAR LOSSLESS DYNAMIC-SYSTEMS
PAUL, S
HUPER, K
NOSSEK, JA
[J]. AEU-ARCHIV FUR ELEKTRONIK UND UBERTRAGUNGSTECHNIK-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 1992, 46 (04): : 219 - 227

← 1 2 3 4 5 →