Intelligent Control Design and MATLAB Simulation

Intelligent Control Design and MATLAB Simulation offers a comprehensive introduction to intelligent control system design, using MATLAB 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 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.

MATLAB and Simulink are used to solve examples throughout the text.