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Intelligent Control A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms

Intelligent Control considers non-traditional modelling and control approaches to nonlinear systems. Fuzzy logic, neural networks and evolutionary computing techniques are the main tools used. The book presents a modular switching fuzzy logic controller where a PD-type fuzzy controller is executed f...

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Bibliographic Details
Main Author: Siddique, Nazmul
Format: eBook
Language:English
Published: Cham Springer International Publishing 2014, 2014
Edition:1st ed. 2014
Series:Studies in Computational Intelligence
Subjects:
Computer Simulation
Control And Systems Theory
Computer Modelling
Control Theory
Systems Theory, Control
System Theory
Control Engineering
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Dynamical Systems
  • Control Systems
  • Mathematics of Fuzzy Control
  • Fuzzy Control
  • GA-Fuzzy Control
  • Neuro-Fuzzy Control
  • GA-Neuro-Fuzzy Control
  • Stability Analysis
  • Epilogue and Future Work

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