Title :
Solution of fractional order optimal control problems using SVD-based rational approximations
Author :
Tricaud, Christophe ; Chen, YangQuan
Author_Institution :
Dept. of Electr. & Comput. Eng., Utah State Univ., Logan, UT, USA
Abstract :
This paper introduces a new direction to approximately solving fractional order optimal control problems (FOCPs). A general methodology is described that can potentially solve any type of FOCPs (linear/nonlinear, time-invariant/time-variant, SISO/MIMO, state/input constrained, free terminal conditions etc.). The method uses a rational approximation of the fractional derivative operator obtained from the singular value decomposition of the Hankel data matrix of the impulse response. The FOCP is then reformulated to be solved by RIOTS_95, a general-purpose optimal control problem (OCP) solver in the form of a MATLAB toolbox. Illustrative examples from the literature are reproduced to demonstrate the effectiveness of the propose methodology and a free final time OCP is also demonstrated.
Keywords :
function approximation; optimal control; rational functions; singular value decomposition; transient response; Hankel data matrix; SVD-based rational approximations; fractional derivative operator; fractional order optimal control; general-purpose optimal control problem; impulse response; singular value decomposition; Control systems; Differential equations; Displays; Fractional calculus; MATLAB; MIMO; Mathematical model; Matrix decomposition; Optimal control; Singular value decomposition; Fractional calculus; fractional order optimal control problems; numerical methods;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160677