Overview

This book describes important techniques, developments, and applications of computational intelligence in system control.Chapters present:oan introduction to the fundamentals of neural networks, fuzzy logic, and evolutionary computingoa rigorous treatment of intelligent control oindustrial applications of intelligent control and soft computing, including transportation, petroleum, motor drive, industrial automation, and fish processingoother knowledge-based techniques, including vehicle driving aid and air traffic managementIntelligent Adaptive Control provides a state-of-the-art treatment of practical applications of computational intelligence in system control. The book cohesively covers introductory and advanced theory, design, implementation, and industrial use - serving as a singular resource for the theory and application of intelligent control, particularly employing fuzzy logic, neural networks, and evolutionary computing.

Full Product Details

Author:   Lakhmi C. Jain ,  Frank L. Lewis ,  Clarence W. de Silva ,  Horia-Nicolai L Teodorescu
Publisher:   Taylor & Francis Inc
Imprint:   CRC Press Inc
Volume:   6
Dimensions:   Width: 15.60cm , Height: 2.90cm , Length: 23.40cm
Weight:   0.784kg
ISBN:  

9780849398056

ISBN 10:   0849398053
Pages:   440
Publication Date:   29 December 1998
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Out of Print
Availability:   Out of stock  

Table of Contents

Intelligent Control Techniques. Learning and Adaptation in Complex Dynamic Systems. Applications of Evolutionary Algorithms to Control and Design. Neural Control Systems and Applications. Feature Space Neural Filters and Controllers. Discrete-Time Neural Network Control of Nonlinear Systems. Robust Adaptive Control of Robots Based on Static Neural Networks. Error Correction Using Fuzzy Logic in Vehicle Load Measurement. Intelligent Control of Airconditioning Systems. Intelligent Automation Systems at Petroleum Plants in Transient State. Intelligent Control for Ultrasonic Motor Drive. Intelligent Automation of Herring Roe Grading. Intelligent Techniques for Vehicle Driving Aid. Intelligent Techniques in Air Traffic Management. NTI/Sales Copy

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