Nonlinear Dynamics

, Volume 62, Issue 1, pp 447–452

Optimal tuning of fractional controllers using genetic algorithms

Original Paper

DOI: 10.1007/s11071-010-9731-5

Cite this article as:
Tenreiro Machado, J.A. Nonlinear Dyn (2010) 62: 447. doi:10.1007/s11071-010-9731-5

Abstract

This study addresses the optimization of fractional algorithms for the discrete-time control of linear and non-linear systems. The paper starts by analyzing the fundamentals of fractional control systems and genetic algorithms. In a second phase the paper evaluates the problem in an optimization perspective. The results demonstrate the feasibility of the evolutionary strategy and the adaptability to distinct types of systems.

Keywords

Fractional derivativesFractional calculusOptimizationGenetic algorithms

Copyright information

© Springer Science+Business Media B.V. 2010

Authors and Affiliations

  1. 1.Dept. of Electrical EngineeringInstitute of Engineering of PortoPortoPortugal