ENGLISH

Adaptation in Dynamical Systems

By Ivan Tyukin

Book information

Publisher
Cambridge University Press
Year
2011
ISBN
0521198194, 9780521198196
LCC
QA845 .T94 2011
Open Library ID
OL24881952M
Language
english
Format
PDF
Filesize
4 MB (3855750 bytes)
Edition
1
Pages
430\430
Orientation
yes
Scanned
no
Time added
2011-08-31 04:54:40
Автоматизация;Теория автоматического управления (Т

Description

In the context of this book, adaptation is taken to mean a feature of a system aimed at achieving the best possible performance, when mathematical models of the environment and the system itself are not fully available. This has applications ranging from theories of visual perception and the processing of information, to the more technical problems of friction compensation and adaptive classification of signals in fixed-weight recurrent neural networks. Largely devoted to the problems of adaptive regulation, tracking and identification, this book presents a unifying system-theoretic view on the problem of adaptation in dynamical systems. Special attention is given to systems with nonlinearly parameterized models of uncertainty. Concepts, methods and algorithms given in the text can be successfully employed in wider areas of science and technology. The detailed examples and background information make this book suitable for a wide range of researchers and graduates in cybernetics, mathematical modelling and neuroscience.

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