ADAPTATION IN DYNAMICAL SYSTEMS / Ivan Tyukin, University of Leicester and Saint-Petersburg State Electrotechnical University.

Format:

Book

Author/Creator:

Tyukin, Ivan.

Contributor:

James A. Crawford Memorial Fund.

Language:

English

Subjects (All):

Dynamics.

Control theory--Mathematical models.

Control theory.

Neurosciences--Mathematics.

Neurosciences.

Physical Description:

xvii, 410 pages : illustrations ; 26 cm

Place of Publication:

Cambridge : Cambridge University Press, 2011.

Summary:

"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"-- Provided by publisher.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the James A. Crawford Memorial Fund.

ISBN:

9780521198196

0521198194

OCLC:

665137573

Publisher Number:

99943020695