Intelligent Control Design and MATLAB Simulation

• Main Author: Liu, Jinkun (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Control engineering.; Robotics.; Mechatronics.; Computer simulation.; Industrial engineering.; Production engineering.; Engineering design.; Control, Robotics, Mechatronics.; Simulation and Modeling.; Industrial and Production Engineering.; Engineering Design.

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...

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.