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  1. Home
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  3. Adaptation in Dynamical Systems
  • Cited by 26
Publisher:
Cambridge University Press
Online publication date:
May 2011
Print publication year:
2011
Online ISBN:
9780511973437
DOI:
https://doi.org/10.1017/CBO9780511973437
Subjects:
Life Sciences, Physics and Astronomy, Physiology and Biological Physics, Nonlinear Science and Fluid Dynamics
Information

Book 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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