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Control distributed parameter systems with orthogonal neural network learning
Volume 7, Issue 4 (1996), pp. 431–454
Algis Garliauskas   Madan M. Gupta  

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https://doi.org/10.3233/INF-1996-7403
Pub. online: 1 January 1996      Type: Research Article     

Published
1 January 1996

Abstract

Adaptive Control Distributed Parameter Systems (ACDPS) with adaptive learning algorithms based on orthogonal neural network methodology are presented in this paper. We discuss a modification of orthogonal least squares learning to find appropriate efficient algorithms for solution of ACDPS problems. A two times problem linked with the real time of plant control dynamic processes and the learning time for adjustment of parameters in adaptive control of unknown distributed systems is discussed.
The simulation results demonstrate that the orthogonal learning algorithms on a neural network concept allow to find perfectly tracked output control distributed parameters in ACDPS and have rather a good perspective in the development of generalised ACDSP theory and practice in the future.

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Keywords
adaptive control distributed parameter system orthogonal neural network learning nonlinear control

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INFORMATICA

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