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

• Main Author: Siddique, Nazmul (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Studies in Computational Intelligence, 517
• Subjects: Engineering.; Computer simulation.; System theory.; Control engineering.; Control.; Systems Theory, Control.; Simulation and Modeling.

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...

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.