Intelligent Fractional Order Systems and Control : An Introduction

Fractional order calculus is finding increasing interest in the control system community. Hardware realizations of fractional order controllers have sparked off a renewed zeal into the investigations of control system design in the light of fractional calculus. As such many notions of integer order...

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Main Authors: Pan, Indranil, Das, Saptarshi (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2013, 2013
Edition:1st ed. 2013
Series:Studies in Computational Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Motivation for application of computational intelligence techniques to fractional calculus based control systems
  • Applied fractional calculus for computational intelligence researchers
  • Brief introduction to computational intelligence paradigms for fractional calculus researchers
  • Fractional order controller tuning using swarm and evolutionary algorithms
  • Multi-objective fractional order controller design with evolutionary algorithms
  • Gain and order scheduling for fractional order controllers
  • Enhancement of fuzzy PID controller with fractional calculus
  • Model reduction and analytical rule extraction with Evolutionary algorithms
  • Model reduction of higher order systems in fractional order template
  • Global optimization based frequency domain design of fractional order controllers with iso-damping characteristics
  • Chaos synchronization with a fractional order controller and swarm intelligence