Intelligent control systems using computational intelligence techniques / edited by A. E. Ruano.

Format:

Book

Contributor:

Ruano, A. E. (António E.)

Institution of Electrical Engineers.

Series:

IEE control engineering series ; 70.

IEE control engineering series ; 70

Language:

English

Subjects (All):

Intelligent control systems.

Soft computing.

Physical Description:

1 online resource (478 p.)

Place of Publication:

London : Institution of Electrical Engineers, 2005.

Language Note:

English

Summary:

Intelligent Control techniques are becoming important tools in both academia and industry. Methodologies developed in the field of soft-computing, such as neural networks, fuzzy systems and evolutionary computation, can lead to accommodation of more complex processes, improved performance and considerable time savings and cost reductions. This book details the application of these tools to the field of control systems. Each chapter gives an overview of current approaches in the topic covered, with a set of the most important set references in the field, and then details the author_s approach,

Contents:

Contents; Preface; Contributors; 1 An overview of nonlinear identification and control with fuzzy systems; 2 An overview of nonlinear identification and control with neural networks; 3 Multi-objective evolutionary computing solutions for control and system identification; 4 Adaptive local linear modelling and control of nonlinear dynamical systems; 5 Nonlinear system identification with local linear neuro-fuzzy models; 6 Gaussian process approaches to nonlinear modelling for control; 7 Neuro-fuzzy model construction, design and estimation

8 A neural network approach for nearly optimal control of constrained nonlinear systems9 Reinforcement learning for online control and optimisation; 10 Reinforcement learning and multi-agent control within an internet environment; 11 Combined computational intelligence and analytical methods in fault diagnosis; 12 Application of intelligent control to autonomous search of parking place and parking of vehicles; 13 Applications of intelligent control in medicine; Index

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-282-26328-5

9786612263286

1-84919-052-6

OCLC:

505870051