Optimal tuning of fractional controllers using genetic algorithms

Optimal tuning of fractional controllers using genetic algorithms

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 per...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Nonlinear dynamics 2010-10, Vol.62 (1-2), p.447-452
1. Verfasser: Tenreiro Machado, J A
Format: Artikel
Sprache:eng
Schlagworte:
Automotive Engineering
Classical Mechanics
Control
Control systems
Controllers
Dynamical Systems
Engineering
Genetic algorithms
Linear systems
Mechanical Engineering
Nonlinear control
Nonlinear dynamics
Nonlinear systems
Optimization
Original Paper
Strategy
Tuning
Vibration
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung: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.
ISSN:0924-090X
1573-269X
DOI:10.1007/s11071-010-9731-5