Name: Learning-Based Adaptive Control: An Extremum Seeking Approach – Theory and Applications (en Inglés)
SKU: 51867011
Price: 125.46 USD
Availability: InStock
Author: Mouhacine Benosman

portada Learning-Based Adaptive Control: An Extremum Seeking Approach – Theory and Applications (en Inglés)

Learning-Based Adaptive Control: An Extremum Seeking Approach – Theory and Applications (en Inglés)

Formato

Libro Físico

Editorial

Butterworth Heinemann

Autor

Mouhacine Benosman

Año

2016

Idioma

Inglés

N° páginas

282

Encuadernación

Tapa Blanda

ISBN13

9780128031360

N° edición

Categorías

Inteligencia artificial

Learning-Based Adaptive Control: An Extremum Seeking Approach – Theory and Applications (en Inglés)

Mouhacine Benosman (Autor) · Butterworth Heinemann · Tapa Blanda

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Reseña del libro "Learning-Based Adaptive Control: An Extremum Seeking Approach – Theory and Applications (en Inglés)"

Adaptive control has been one of the main problems studied in control theory. The subject is well understood, yet it has a very active research frontier. This book focuses on a specific subclass of adaptive control, namely, learning-based adaptive control. As systems evolve during time or are exposed to unstructured environments, it is expected that some of their characteristics may change. This book offers a new perspective about how to deal with these variations. By merging together Model-Free and Model-Based learning algorithms, the author demonstrates, using a number of mechatronic examples, how the learning process can be shortened and optimal control performance can be reached and maintained.Includes a good number of Mechatronics Examples of the techniques.Compares and blends Model-free and Model-based learning algorithms.Covers fundamental concepts, state-of-the-art research, necessary tools for modeling, and control.