A novel approach to solve optimal control problems dealing simultaneously with fractional differential equations and time delay is proposed in this work. More precisely, a set of global radial basis functions are firstly used to approximate the states and control variables in the problem. Then, a collocation method is applied to convert the time-delay fractional optimal control problem to a nonlinear programming one. By solving the resulting challenge, the unknown coefficients of the original one will be finally obtained. In this way, the proposed strategy introduces a very tunable framework for direct trajectory optimization, according to the discretization procedure and the range of arbitrary nodes. The algorithm’s performance has been analyzed for several non-trivial examples, and the obtained results have shown that this scheme is more accurate, robust, and efficient than most previous methods.

Optimal control of time-delay fractional equations via a joint application of radial basis functions and collocation method

Bekiros S.;
2020-01-01

Abstract

A novel approach to solve optimal control problems dealing simultaneously with fractional differential equations and time delay is proposed in this work. More precisely, a set of global radial basis functions are firstly used to approximate the states and control variables in the problem. Then, a collocation method is applied to convert the time-delay fractional optimal control problem to a nonlinear programming one. By solving the resulting challenge, the unknown coefficients of the original one will be finally obtained. In this way, the proposed strategy introduces a very tunable framework for direct trajectory optimization, according to the discretization procedure and the range of arbitrary nodes. The algorithm’s performance has been analyzed for several non-trivial examples, and the obtained results have shown that this scheme is more accurate, robust, and efficient than most previous methods.
2020
22
11
1
17
Collocation points; Delay system; Direct optimization; Fractional optimal control problem; Nonlinear programming problem; Radial basis function
Chen S.-B.; Soradi-Zeid S.; Jahanshahi H.; Alcaraz R.; Gomez-Aguilar J.F.; Bekiros S.; Chu Y.-M.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1914070
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