An innovative Bernoulli operational matrix framework for regularized Prabhakar fractional optimal control problems

Document Type : Original Article

Authors

1 Faculty of Exact Sciences and Computer Science, Hassiba Benbouali University of Chlef, Algeria.

2 Laboratory of Mathematics and its Applications LMA, Hassiba Benbouali University of Chlef, Algeria.

3 Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon.

4 Institute of Space Sciences, Magurele-Bucharest, Romania.

Abstract
This paper introduces a novel operational matrix approach for addressing a class of fractional-order optimal control problems, where the derivative is taken in the regularized Prabhakar sense. The method employs Bernoulli polynomials and utilizes their operational matrix of regularized Prabhakar derivative and inherent properties to convert the original problem into a finite-dimensional optimization problem. Using the Lagrange multiplier approach, the required optimality conditions are derived, yielding an algebraic system from the original problem. Solving this system yields an approximate fractional optimal solution. The practicality and efficiency of the proposed approach are confirmed via a series of numerical examples.

Keywords

Subjects


[1] Agrawal, O. (2004). A general formulation and solution scheme for fractional optimal control problems. Nonlinear Dyn, 38, 323337. 
[2] Agrawal, O. P., and Baleanu, D. (2007). A Hamiltonian formulation and a direct numerical scheme for fractional optimal control problems. J. Vib. Control, 13(9–10), 1269–1281. 
[3] Agrawal, O. P. (2008). A quadratic numerical scheme for fractional optimal control problems. J. Dyn. Sys. Meas. Control, 130(1), 011010. 
[4] Agrawal, O. P. (2008). A formulation and numerical scheme for fractional optimal control problems. Journal of Vibration and Control, 14(9–10), 1291–1299. 
[5] Anderson, B. D. O., and Moore, J. B. (2007). Optimal control: Linear quadratic methods. Dover Publications. 
[6] Bagley, R. L., and Torvik, P. J. (1983). A theoretical basis for the application of fractional calculus to viscoelasticity. J. Rheol., 27, 201–210. 
[7] Barikbin, Z., and Keshavarz, E. (2020). Solving fractional optimal control problems by new Bernoulli wavelets operational matrices. Optimal Control Applications and Methods, 41(4), 11881210.
[8] Belgacem, R., Bokhari, A., Kumar, S., Baleanu, D., and Djilali, S. (2022). Projectile motion using three-parameter MittagLeffler function calculus. Mathematics and Computers in Simulation, 195, 2230.
[9] Bokhari, A., Baleanu, D., and Belgacem, R. (2022). Regularized Prabhakar derivative for partial differential equations. Computational Methods for Differential Equations, 10(3), 726–737. 
[10] Bokhari, A., Baleanu, D., and Belgacem, R. (2019). Application of Shehu transform to AtanganaBaleanu derivatives. J. Math. Comput. Sci., 20, 101–107.
[11] Bokhari, A., Amir, A., Bahri, S. M., and Belgacem, F. B. (2017). A generalized Bernoulli wavelet operational matrix of derivative applications to optimal control problems. Nonlinear Studies, 24(4), 775–790. 
[12] Bryson, A. E., and Ho, Y.-C. (1975). Applied optimal control: Optimization, estimation, and control. Taylor and Francis. 
[13] Noori Dalawi, A., Lakestani, M., and Ashpazzadeh, E. (2023). Solving fractional optimal control problems involving CaputoFabrizio derivative using Hermite spline functions. Iran. J. Sci., 47, 545–566. 
[14] Duckenfield, M. J. (1975). Linear optimal control systems. Review of: Kwakernaak, H. and Sivan, R., WileyInter science, Chichester, 1972. The Aeronautical Journal, 79(773), 230. 
[15] Erdélyi, A., Magnus, W., Oberhettinger, F., and Tricomi, F. G. (1955). Higher Transcendental Functions, Vol. 3. McGrawHill, New York. 
[16] Garra, R., Gorenflo, R., Polito, F., and Tomovski, Z. (2014). HilferPrabhakar derivatives and some applications. Applied Mathematics and Computation, 242, 57–589. 
[17] Giusti, A., Colombaro, I., Garra, R., et al. (2020). A practical guide to Prabhakar fractional calculus. Fract. Calc. Appl. Anal., 23, 954. 
[18] Ionescu, C., Lopes, A., Copot, D., Machado, J. A. T., and Bates, J. H. T. (2017). The role of fractional calculus in modeling biological phenomena: A review. Communications in Nonlinear Science and Numerical Simulation, 51, 141–159.
[19] Kilbas, A. A., Saigo, M., and Saxena, R. K. (2004). Generalized MittagLeffler function and generalized fractional calculus operators. Integral Transforms and Special Functions, 15(1), 31–49.
[20] Keshavarz, E., Ordokhani, Y., and Razzaghi, M. (2015). A numerical solution for fractional optimal control problems via Bernoulli polynomials. Journal of Vibration and Control, 22(18), 3889–3903.
[21] Suhak, L., Youngki, K., Jason, B., Siegel, A. G., and Stefanopoulou, A. G. (2021). Optimal control for fast acquisition of equilibrium voltage for Li-ion batteries. Journal of Energy Storage, 40, 102814.
[22] Lewis, F. L., Dawson, D. M., and Abdallah, C. T. (2004). Robot Manipulator Control: Theory and Practice, 2nd ed., revised and expanded. CRC Press. 
[23] Lotfi, A., Yousefi, S. A., and Dehghan, M. (2013). Numerical solution of a class of fractional optimal control problems via the Legendre orthonormal basis combined with the operational matrix and the Gauss quadrature rule. J. Comput. Appl. Math., 250, 143–160. 
[24] Magin, R. L. (2004). Fractional calculus in bioengineering, Part 2. Crit. Rev. Biomed. Eng., 32, 105–193. 
[25] Mainardi, F. (1997). Fractional calculus: Some basic problems in continuum and statistical mechanics. In Fractals and Fractional Calculus in Continuum Mechanics. 
[26] Mophou, G. M. (2011). Optimal control of fractional diffusion equation. Comput. Math. Appl., 61(1), 68–78. 
[27] Mophou, G. M., and N’Guérékata, G. M. (2011). Optimal control of a fractional diffusion equation with state constraints. Comput. Math. Appl., 62(3), 1413–1426. 
[28] Nasrudin, F. S. Md., and Phang, C. (2022). Numerical solution via operational matrix for solving Prabhakar fractional differential equations. Journal of Mathematics, 2022, Article ID 7220433.
[29] Nezhadhosein, S., Ghanbari, R., and Ghorbani-Moghadam, K. (2022). A numerical solution for fractional linear quadratic optimal control problems via shifted Legendre polynomials. Int. J. Appl. Comput. Math., 8, 158. 
[30] Polito, F., and Tomovski, . (2016). Some properties of Prabhakar-type fractional calculus operators. Fractional Calculus and Applied Analysis, 19(1), 212232.
[31] Prabhakar, T. R. (1971). A singular integral equation with a generalized MittagLeffler function in the kernel. Yokohama Mathematical Journal, 19, 715.
[32] Rabiei, K., Ordokhani, Y., and Babolian, E. (2017). The Boubaker polynomials and their application to solve fractional optimal control problems. Nonlinear Dyn., 88, 1013–1026.
[33] Rabiei, K., and Ordokhani, Y. (2020). A new operational matrix based on Boubaker wavelet for solving optimal control problems of arbitrary order. Transactions of the Institute of Measurement and Control, 42(10), 1858–1870.
[34] Rahimkhani, P., Ordokhani, Y., and Babolian, E. (2016). An efficient approximate method for solving delay fractional optimal control problems. Nonlinear Dyn., 86(3), 1649–1661.
[35] Razzaghi, M., and Yousefi, S. (2002). Legendre wavelets method for constrained optimal control problems. Math.Methods Appl. Sci., 25, 529–539. 
[36] Rosewater, D. M., Copp, D. A., Nguyen, T. A., Byrne, R. H., and Santoso, S. (2019). Battery energy storage models for optimal control. IEEE Access, 7, 178357–178391. 
[37] Samko, S. G., Kilbas, A. A., and Marichev, O. I. (1993). Fractional Integrals and Derivatives Theory and Applications. Gordon and Breach Science Publishers. 
[38] Shabani, Z., and Tajadodi, H. (2019). A numerical scheme for constrained optimal control problems. International Journal of Industrial Electronics, Control and Optimization, 2(3), 233238.
[39] Tajadodi, H. (2020). Efficient technique for solving variable order fractional optimal control problems. AlexandriaEngineering Journal, 59(6), 51795185. 
[40] Tajadodi, H., Jafari, H., and Ncube, M. N. (2022). Genocchi polynomials as a tool for solving a class of fractional optimal control problems. IJOCTA, 12(2), 160–168. 
[41] Tajadodi, H., Khan, A., Gomez-Aguilar, J. F., and Khan, H. (2020). Optimal control problems with Atangana Baleanu fractional derivative. Optim. Control Appl. Methods, 42(1), 96–109. 
[42] Weber, T. A., and Kryazhimskiy, A. V. (2019). Optimal Control Theory with Applications in Economics. MIT Press.
[43] Wiman, A. (1905). Über den Fundamentalsatz in der Theorie der Funktionen E σ (x). Acta Math., 29(1), 191–201.
[44] Yıldız, T. A., Jajarmi, A., Yldz, B., and Baleanu, D. (2020). New aspects of time fractional optimal control problems within operators with nonsingular kernel. Discrete and Continuous Dynamical Systems S, 13(3), 407–428.
Volume 7, Issue 1
Winter 2026
Pages 118-137

  • Receive Date 03 August 2025
  • Revise Date 14 December 2025
  • Accept Date 02 January 2026