Adaptive Approximation Based Control Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches

Adaptive Approximation Based Control
  • Engels
  • Hardcover
  • 9780471727880
  • Druk: New title
  • maart 2006
  • 440 pagina's
Alle productspecificaties

Samenvatting

A highly accessible and unified approach to the design and analysis of intelligent control systems Adaptive Approximation Based Control is a tool every control designer should have in his or her control toolbox. Mixing approximation theory, parameter estimation, and feedback control, this book presents a unified approach designed to enable readers to apply adaptive approximation based control to existing systems, and, more importantly, to gain enough intuition and understanding to manipulate and combine it with other control tools for applications that have not been encountered before. The authors provide readers with a thought-provoking framework for rigorously considering such questions as: What properties should the function approximator have? Are certain families of approximators superior to others? Can the stability and the convergence of the approximator parameters be guaranteed? Can control systems be designed to be robust in the face of noise, disturbances, and unmodeled effects? Can this approach handle significant changes in the dynamics due to such disruptions as system failure? What types of nonlinear dynamic systems are amenable to this approach? What are the limitations of adaptive approximation based control? Combining theoretical formulation and design techniques with extensive use of simulation examples, this book is a stimulating text for researchers and graduate students and a valuable resource for practicing engineers.

Productspecificaties

Inhoud

Taal
Engels
Bindwijze
Hardcover
Druk
New title
Verschijningsdatum
2006-05-01
Aantal pagina's
440 pagina's
Illustraties
Nee

Vertaling

Originele Titel
Approximation Based Control: Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches

EAN

EAN
9780471727880

Overige kenmerken

Extra groot lettertype
Nee
Oorspronkelijke releasedatum
2006-03-27
Subtitel
Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches
Thema Subject Code
TJFM

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