Intelligent Control Design and MATLAB Simulation

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 applicati...

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Bibliographic Details
Main Author: Liu, Jinkun (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Subjects:
Control engineering.
Robotics.
Automation.
Computer simulation.
Industrial engineering.
Production engineering.
Engineering design.
Control, Robotics, Automation.
Computer Modelling.
Industrial and Production Engineering.
Engineering Design.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Expert control
  • Mathmatic foundation of fuzzy control
  • Fuzzy logic control
  • Adaptive fuzzy control
  • Neural Network
  • Typical Neural Network
  • Senior Neural Network
  • Neural network control with gradient descend
  • Adaptive neural network control
  • Digital RBF Neural Network Control
  • Intelligent optimization algorithms
  • Iterative learning control.

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