Optimal tuning of fractional controllers using genetic algorithms

J. A. Tenreiro machado (1)

1 Dept. of Electrical Engineering

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.

Mots clés: Fractional derivatives; Fractional calculus; Optimization; Genetic algorithms

J. A. Tenreiro machado. Optimal tuning of fractional controllers using genetic algorithms. Nonlinear Dynamics, 2010, 62 (1-2), pp.447-452. ⟨10.1007/s11071-010-9731-5⟩. ⟨hal-00593350⟩