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Stable Adaptive Control and Estimation for Nonlinear Systems
Neural and Fuzzy Approximator Techniques
Buch von Jeffrey T Spooner (u. a.)
Sprache: Englisch

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Beschreibung
Includes a solution manual for problems.
* Provides MATLAB code for examples and solutions.
* Deals with robust systems in both theory and practice.
Includes a solution manual for problems.
* Provides MATLAB code for examples and solutions.
* Deals with robust systems in both theory and practice.
Über den Autor
JEFFREY T. SPOONER is a senior member of the technical staff at Sandia National Laboratories, Albuquerque, New Mexico.

MANFREDI MAGGIORE is an assistant professor in the Department of Electrical and Computer Engineering at the University of Toronto, Canada.

RAÚL ORDÓÑEZ is an assistant professor in the Department of Electrical and Computer Engineering at the University of Dayton, Ohio.

KEVIN M. PASSINO is a professor in the Department of Electrical Engineering at The Ohio State University.

Inhaltsverzeichnis
Introduction.

PART I: FOUNDATIONS.

Mathematical Foundations.

Neural Networks and Fuzzy Systems.

Optimization for Training Approximators.

Function Approximation.

PART II: STATE-FEEDBACK CONTROL.

Control of Nonlinear Systems.

Direct Adaptive Control.

Indirect Adaptive Control.

Implementations and Comparative Studies.

PART III:OUTPUT-FEEDBACK CONTROL.

Output-Feedback Control.

Adaptive Output Feedback Control.

Applications.

PART IV: EXTENSIONS.

Discrete-Time Systems.

Decentralized Systems.

Perspectives on Intelligent Adaptive Systems.

For Further Study.

Bibliography.

Index.
Details
Erscheinungsjahr: 2002
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: XX
548 S.
ISBN-13: 9780471415466
ISBN-10: 0471415464
Sprache: Englisch
Einband: Gebunden
Autor: Spooner, Jeffrey T
Maggiore, Manfredi
Ordóñez, Raúl
Passino, Kevin M
Hersteller: Wiley
John Wiley & Sons
Maße: 240 x 161 x 35 mm
Von/Mit: Jeffrey T Spooner (u. a.)
Erscheinungsdatum: 24.05.2002
Gewicht: 1,012 kg
Artikel-ID: 104792700
Über den Autor
JEFFREY T. SPOONER is a senior member of the technical staff at Sandia National Laboratories, Albuquerque, New Mexico.

MANFREDI MAGGIORE is an assistant professor in the Department of Electrical and Computer Engineering at the University of Toronto, Canada.

RAÚL ORDÓÑEZ is an assistant professor in the Department of Electrical and Computer Engineering at the University of Dayton, Ohio.

KEVIN M. PASSINO is a professor in the Department of Electrical Engineering at The Ohio State University.

Inhaltsverzeichnis
Introduction.

PART I: FOUNDATIONS.

Mathematical Foundations.

Neural Networks and Fuzzy Systems.

Optimization for Training Approximators.

Function Approximation.

PART II: STATE-FEEDBACK CONTROL.

Control of Nonlinear Systems.

Direct Adaptive Control.

Indirect Adaptive Control.

Implementations and Comparative Studies.

PART III:OUTPUT-FEEDBACK CONTROL.

Output-Feedback Control.

Adaptive Output Feedback Control.

Applications.

PART IV: EXTENSIONS.

Discrete-Time Systems.

Decentralized Systems.

Perspectives on Intelligent Adaptive Systems.

For Further Study.

Bibliography.

Index.
Details
Erscheinungsjahr: 2002
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: XX
548 S.
ISBN-13: 9780471415466
ISBN-10: 0471415464
Sprache: Englisch
Einband: Gebunden
Autor: Spooner, Jeffrey T
Maggiore, Manfredi
Ordóñez, Raúl
Passino, Kevin M
Hersteller: Wiley
John Wiley & Sons
Maße: 240 x 161 x 35 mm
Von/Mit: Jeffrey T Spooner (u. a.)
Erscheinungsdatum: 24.05.2002
Gewicht: 1,012 kg
Artikel-ID: 104792700
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