4.7 Article

An approximate method for numerically solving fractional order optimal control problems of general form

期刊

COMPUTERS & MATHEMATICS WITH APPLICATIONS
卷 59, 期 5, 页码 1644-1655

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.camwa.2009.08.006

关键词

Optimal control; Time-optimal control; Fractional calculus; Fractional order optimal control; Fractional dynamic systems; RIOTS_95 Optimal Control Toolbox

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In this article, we discuss fractional order optimal control problems (FOCPs) and their solutions by means of rational approximation. The methodology developed here allows us to solve a very large class of FOCPs (linear/nonlinear, time-invariant/time-variant, SISO/MIMO, state/input constrained, free terminal conditions etc.) by converting them into a general, rational form of optimal control problem (OCP). The fractional differentiation operator used in the FOCP is approximated using Oustaloup's approximation into a state-space realization form. The original problem is then reformulated to fit the definition used in general-purpose optimal control problem (OCP) solvers such as RIOTS_95, a solver created as a Matlab toolbox. Illustrative examples from the literature are reproduced to demonstrate the effectiveness of the proposed methodology and a free final time OCP is also solved. (C) 2009 Elsevier Ltd. All rights reserved.

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