DocumentCode
997022
Title
Neural network architecture for solving nonlinear equation systems
Author
Nguyen, Thinh T.
Author_Institution
Energy Syst. Centre, Western Australia Univ., Perth, WA, Australia
Volume
29
Issue
16
fYear
1993
Firstpage
1403
Lastpage
1405
Abstract
A general neural network architecture is derived which can achieve ultrahigh-speed computation in solving large nonlinear equation systems. The computing time required for a solution is independent of the dimension of the equation system which is solved. The approach to solving equation systems by the method reported is very different from that of implementing in software a numerical analysis procedure and solution algorithm.
Keywords
iterative methods; mathematics computing; neural nets; nonlinear equations; parallel architectures; computing time; neural network architecture; nonlinear equation systems; ultrahigh-speed computation;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19930940
Filename
252458
Link To Document