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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Liu, Jinkun (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Singapore , 2018.
Ausgabe:1st ed. 2018.
Schlagworte:
Control engineering.
Robotics.
Mechatronics.
Computer simulation.
Industrial engineering.
Production engineering.
Engineering design.
ISBN:9789811052637
Online-Zugang: Volltext
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Inhaltsangabe:
  • 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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