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Intelligent Control Design and MATLAB Simulation

Intelligent Control Design and MATLAB Simulation

by Jinkun Liu
Hardback
Publication Date: 11/11/2017

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This book offers a comprehensive introduction to intelligent control system design, using MATLAB simulation to verify typical intelligent controller designs. It also uses real-world case studies that present the results of intelligent controller implementations to illustrate the successful application of the theory. Addressing the need for systematic design approaches to intelligent control system design using neural network and fuzzy-based techniques, the book introduces the concrete design method and MATLAB simulation of intelligent control strategies; offers a catalog of implementable intelligent control design methods for engineering applications; provides advanced intelligent controller design methods and their stability analysis methods; and presents a sample simulation and Matlab program for each intelligent control algorithm.

The main topics addressed are expert control, fuzzy logic control, adaptive fuzzy control, neural network control, adaptive neural control and

intelligent optimization algorithms, providing several engineering application examples for each method.

ISBN:
9789811052620
9789811052620
Category:
Computer modelling & simulation
Format:
Hardback
Publication Date:
11-11-2017
Language:
English
Publisher:
Springer
Country of origin:
United States
Dimensions (mm):
235x155mm
Weight:
5.86kg

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