Adaptation and Learning in Some Classes of Identification and Control Systems
The purpose of the paper is to establish the global convergence conditions of the gradient online learning algorithm in the neural network model by utilizing the probabilistic asymptotic analysis and to derive the convergent adaptive control algorithm guaranteeing the boundedness of the signals in t...
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| Published in: | Кибернетика и вычислительная техника |
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| Date: | 2015 |
| Main Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
Міжнародний науково-навчальний центр інформаційних технологій і систем НАН України та МОН України
2015
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| Subjects: | |
| Online Access: | https://nasplib.isofts.kiev.ua/handle/123456789/110292 |
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| Journal Title: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Cite this: | Adaptation and Learning in Some Classes of Identification and Control Systems / L.S. Zhiteckii, S.A. Nikolaienko, K.Yu. Solovchuk // Кибернетика и вычислительная техника. — 2015. — Вип. 181. — С. 47-65. — Бібліогр.: 33 назв. — англ. |