Intelligent Control Design and MATLAB Simulation
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Beschreibung
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 contro
l and intelligent optimization algorithms, providing several engineering application examples for each method.Presents various intelligent controller design examples in motion control applications
Addresses typical intelligent controller stability analysis
Offers practical engineering design examples and Matlab programs to accompany each intelligent control algorithm
Uses MATLAB language to simulate several control system examples
Presents various intelligent controller design examples in motion control applications Addresses typical intelligent controller stability analysis Offers practical engineering design examples and Matlab programs to accompany each intelligent control algorithm Uses MATLAB language to simulate several control system examples Includes supplementary material: sn.pub/extras
Autor*in
Jinkun Liu
Themen in »Intelligent Control Design and MATLAB Simulation«
Expert Control Fuzzy Logic Control Fuzzy Adaptive Control Neural Adaptive Control Intelligent Optimization Algorithms
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“The book can be regarded as a handy guide to the Matlab computing environment used in the realization of a variety of commonly encountered intelligent control approaches. … The book serves well its purpose: it is systematic as to the coverage of the representative topics goes. It is logically organized. It also brings a wealth of illustrative contents (computing examples and abundant graphic illustration). The practitioners and students could appreciate all the features.” (Witold Pedrycz, zbMath 1416.93002, 2019)
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