An Efficient Numerical Scheme for Solving Fractional Optimal Control Problems

This paper presents an accurate numerical method for solving a class of fractional optimal control problems (FOCPs). The fractional derivative in these problems is in the Caputo sense. In this technique, we approximate FOCPs and end up with a finite dimensional problem. The method is based on the combination of the useful properties of Chebyshev polynomials approximation and finite difference method. The fractional derivative approximated using the proposed formula here, along with Clenshaw and Curtis procedure for the numerical integration of a non-singular functions and the Rayleigh-Ritz method for the constrained extremum are considered. By the proposed method the given FOCP is reduced to a problem for solving a system of algebraic equations and by solving it, we obtain the solution of FOCP. The error upper bound of the obtained approximate formula is proved. Illustrative examples are included to demonstrate the validity and applicability of the proposed technique. A comparison with another method is given.

[1]  M. Khader On the numerical solutions for the fractional diffusion equation , 2011 .

[2]  Nasser Sadati,et al.  Fopid Controller Design for Robust Performance Using Particle Swarm Optimization , 2007 .

[3]  E. Kreyszig Introductory Functional Analysis With Applications , 1978 .

[4]  O. Marichev,et al.  Fractional Integrals and Derivatives: Theory and Applications , 1993 .

[5]  Nasser Hassan Sweilam,et al.  Numerical Studies for Fractional-Order Logistic Differential Equation with Two Different Delays , 2012, J. Appl. Math..

[6]  O. Agrawal A Quadratic Numerical Scheme for Fractional Optimal Control Problems , 2008 .

[7]  E. R. Pinch,et al.  Optimal control and the calculus of variations , 1993 .

[8]  Elsayed M. E. Elbarbary,et al.  Chebyshev finite difference approximation for the boundary value problems , 2003, Appl. Math. Comput..

[9]  A. M. Nagy,et al.  Numerical solution of two-sided space-fractional wave equation using finite difference method , 2011, J. Comput. Appl. Math..

[10]  Mehdi Dehghan,et al.  A numerical technique for solving fractional optimal control problems , 2011, Comput. Math. Appl..

[11]  O. Agrawal,et al.  A Hamiltonian Formulation and a Direct Numerical Scheme for Fractional Optimal Control Problems , 2007 .

[12]  C. W. Clenshaw,et al.  A method for numerical integration on an automatic computer , 1960 .

[13]  N. Sweilam,et al.  An Efficient Numerical Method for Solving the Fractional Diffusion Equation , 2011 .

[14]  Nasser Hassan Sweilam,et al.  A CHEBYSHEV PSEUDO-SPECTRAL METHOD FOR SOLVING FRACTIONAL-ORDER INTEGRO-DIFFERENTIAL EQUATIONS , 2010, The ANZIAM Journal.

[15]  N. Sweilam,et al.  On the Numerical Solutions of Two Dimensional Maxwell's Equations , 2010 .

[16]  Nasser Hassan Sweilam,et al.  On the convergence of variational iteration method for nonlinear coupled system of partial differential equations , 2010, Int. J. Comput. Math..

[17]  Martin Avery Snyder Chebyshev methods in numerical approximation , 1968 .

[18]  E. Süli,et al.  Numerical Solution of Partial Differential Equations , 2014 .

[19]  Delfim F. M. Torres,et al.  Fractional Optimal Control in the Sense of Caputo and the Fractional Noether's Theorem , 2007, 0712.1844.

[20]  Nasser Hassan Sweilam,et al.  CRANK-NICOLSON FINITE DIFFERENCE METHOD FOR SOLVING TIME-FRACTIONAL DIFFUSION EQUATION , 2012 .

[21]  O. Agrawal A General Formulation and Solution Scheme for Fractional Optimal Control Problems , 2004 .

[22]  O. P. Agrawal,et al.  General formulation for the numerical solution of optimal control problems , 1989 .

[23]  N. S. Elgazery,et al.  Flow and heat transfer of a micropolar fluid in an axisymmetric stagnation flow on a cylinder with variable properties and suction (numerical study) , 2005 .

[24]  Elsayed M. E. Elbarbary,et al.  Chebyshev expansion method for solving second and fourth-order elliptic equations , 2003, Appl. Math. Comput..

[25]  M. Khader Introducing an Efficient Modification of the Variational Iteration Method by Using Chebyshev Polynomials , 2012 .

[26]  Yangquan Chen,et al.  Computers and Mathematics with Applications an Approximate Method for Numerically Solving Fractional Order Optimal Control Problems of General Form Optimal Control Time-optimal Control Fractional Calculus Fractional Order Optimal Control Fractional Dynamic Systems Riots_95 Optimal Control Toolbox , 2022 .

[27]  K. Miller,et al.  An Introduction to the Fractional Calculus and Fractional Differential Equations , 1993 .

[28]  G. Hedstrom,et al.  Numerical Solution of Partial Differential Equations , 1966 .

[29]  Ahmed S. Hendy,et al.  THE APPROXIMATE AND EXACT SOLUTIONS OF THE FRACTIONAL-ORDER DELAY DIFFERENTIAL EQUATIONS USING LEGENDRE SEUDOSPECTRAL METHOD , 2012 .

[30]  Alain Oustaloup,et al.  Frequency-band complex noninteger differentiator: characterization and synthesis , 2000 .

[31]  R. Bagley,et al.  On the Appearance of the Fractional Derivative in the Behavior of Real Materials , 1984 .

[32]  E. H. Doha,et al.  EFFICIENT CHEBYSHEV SPECTRAL METHODS FOR SOLVING MULTI-TERM FRACTIONAL ORDERS DIFFERENTIAL EQUATIONS , 2011 .

[33]  O. Agrawal Fractional Optimal Control of a Distributed System Using Eigenfunctions , 2007 .

[34]  Delfim F. M. Torres,et al.  Fractional conservation laws in optimal control theory , 2007, 0711.0609.