Abstract
In this paper, we introduce a general class of coupled nonlinear systems of variable-order fractional partial differential equations (GCNSV-FPDEs) with initial and boundary conditions. We propose a hybrid method based on new generalized Bernoulli–Laguerre polynomials (GB-LPs) for solving GCNSV-FPDEs. The concept of variable-order fractional derivatives (V-FDs) is employed in the Caputo type. We extract the operational matrices (OMs) of classical and V-FDs of GB-LPs. By utilizing GB-LPs, OMs, and the Lagrange multipliers method, we transform the given GCNSV-FPDE into a system of algebraic equations to be solved. The proposed method yields satisfactory results even with a small number of GB-LPs. We provide a full verification of the method’s convergence, and two examples are included to demonstrate its validity and applicability.
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References
Aizenshtadt, V.S., Krylov, V.I., Metel’skii, A.S.: Tables of Laguerre Polynomials and Functions. Pergamon Press, Oxford-New York (1966)
Barikbin, Z., Keshavarz, E.: Solving fractional optimal control problems by new Bernoulli wavelets operational matrices. Optim. Contr. Appl. Met. 41(4), 1188–1210 (2020)
Chen, Y., Yu, H., Meng, X., Xie, X., Hou, M., Chevallier, J.: Numerical solving of the generalized Black–Scholes differential equation using Laguerre neural network. Digit. Signal Process. 112, 103003 (2021)
Chi, X., Jiang, X.: Finite difference Laguerre–Legendre spectral method for the two-dimensional generalized Oldroyd-B fluid on a semi-infinite domain. Appl. Math. Comput. 402, 126138 (2021)
Chouhan, D., Mishra, V., Srivastava, H.M.: Bernoulli wavelet method for numerical solution of anomalous infiltration and diffusion modeling by nonlinear fractional differential equations of variable order. Results Appl. Math. 10, 100146 (2021)
Faheem, M., Raza, A., Khan, A.: Collocation methods based on Gegenbauer and Bernoulli wavelets for solving neutral delay differential equations. Math. Comput. Simul. 180, 72–92 (2021)
Hassani, H., Avazzadeh, Z., Machado, J.A.T.: Numerical approach for solving variable-order space-time fractional telegraph equation using transcendental Bernstein series. Eng. Comput. 36, 867–878 (2020)
Hassani, H., Machado, J.A.T., Avazzadeh, Z.: An effective numerical method for solving nonlinear variable-order fractional functional boundary value problems through optimization technique. Nonlinear Dyn. 97, 2041–2054 (2019)
Hassani, H., Tenreiro Machado, J.A., Avazzadeh, Z., Naraghirad, E., Dahaghin, M.Sh.: Generalized Bernoulli polynomials: solving nonlinear 2D fractional optimal control problems. J. Sci. Comput. 83, 30 (2020)
Hassani, H., Tenreiro Machado, J.A., Hosseini Asl, M.K., Dahaghin, M.Sh.: Numerical solution of nonlinear fractional optimal control problems using generalized Bernoulli polynomials. Optim. Contr. Appl. Met. 42(4), 1045–1063 (2021)
Heydari, M.H., Avazzadeh, Z.: New formulation of the orthonormal Bernoulli polynomials for solving the variable-order time fractional coupled Boussinesq-Burger’s equations. Eng. Comput. 37, 3509–3517 (2021)
Heydari, M.H., Razzaghi, M., Avazzadeh, Z.: Orthonormal Bernoulli polynomials for space–time fractal-fractional modified Benjamin–Bona–Mahony type equations. Eng. Comput. 38, 3483–3496 (2022)
Hosseininia, M., Heydari, M.H., Avazzadeh, Z., Maalek Ghaini, F.M.: A hybrid method based on the orthogonal Bernoulli polynomials and radial basis functions for variable order fractional reaction–advection–diffusion equation. Eng. Anal. Bound. Elem. 127, 18–28 (2021)
Ji, T., Hou, J.: Numerical solution of the Bagley–Torvik equation using Laguerre polynomials. SeMA 77, 97–106 (2020)
Keshavarz, E., Ordokhani, Y., Razzaghi, M.: Bernoulli wavelet operational matrix of fractional order integration and its applications in solving the fractional order differential equations. Appl. Math. Model. 38(24), 6038–6051 (2014)
Khajehnasiri, A.A., Ezzati, R., Afshar Kermani, M.: Solving fractional two-dimensional nonlinear partial Volterra integral equation by using Bernoulli wavelet. Iran. J. Sci. Technol. Trans. Sci. 45, 983–995 (2021)
Kreyszig, E.: Introductory Functional Analysis with Applications. John Wiley and Sons. Inc. (1978)
Lorenzo, C.F., Hartley, T.T.: Initialized fractional calculus. Int. J. Appl. Math. 3(3), 249–265 (2000)
Mohammadi, F., Hassani, H.: Numerical solution of two-dimensional variable-order fractional optimal control problem by generalized polynomial basis. J. Optim. Theory Appl. 180, 536–555 (2019)
Postavaru, O., Toma, A.: A numerical approach based on fractional-order hybrid functions of block-pulse and Bernoulli polynomials for numerical solutions of fractional optimal control problems. Math. Comput. Simul. 194, 269–284 (2022)
Rabiei, K., Ordokhani, Y., Babolian, E.: Numerical solution of 1D and 2D fractional optimal control of system via Bernoulli polynomials. Int. J. Appl. Comput. Math. 4, 7 (2018)
Rahimkhani, P., Ordokhani, Y., Babolian, E.: A new operational matrix based on Bernoulli wavelets for solving fractional delay differential equations. Numer. Algor. 74, 223–245 (2017)
Rahimkhani, P., Ordokhani, Y., Babolian, E.: Fractional-order Bernoulli functions and their applications in solving fractional Fredholem–Volterra integro-differential equations. Appl. Numer. Math. 122, 66–81 (2017)
Rahimkhani, P., Ordokhani, Y., Babolian, E.: Numerical solution of fractional pantograph differential equations by using generalized fractional-order Bernoulli wavelet. Appl. Numer. Math. 309, 493–510 (2017)
Ren, Q., Tian, H.: Numerical solution of the static beam problem by Bernoulli collocation method. Appl. Math. Model. 40(21–22), 8886–8897 (2016)
Rudin, W.: Real and Complex Analysis, 3rd edn. McGraw-Hill Book Co., New York (1987)
Sahu, P.K., Mallick, B.: Approximate solution of fractional order Lane–Emden type differential equation by orthonormal Bernoulli’s polynomials. Int. J. Appl. Comput. Math. 5, 89 (2019)
Samadyar, N., Mirzaee, F.: Numerical scheme for solving singular fractional partial integro-differential equation via orthonormal Bernoulli polynomials. Int. J. Numer. Model. El. 32(6), e2652 (2019)
Shahni, J., Singh, R.: Laguerre wavelet method for solving Thomas–Fermi type equations. Eng. Comput. 38(4), 2925–2935 (2021)
Singh, S., Patel, V.K., Singh, V.K., Tohidi, E.: Application of Bernoulli matrix method for solving two-dimensional hyperbolic telegraph equations with Dirichlet boundary conditions. Comput. Math. Appl. 75(7), 2280–2294 (2018)
Soltanpour Moghadam, A., Arabameri, M., Baleanu, D., Barfeie, M.: Numerical solution of variable fractional order advection-dispersion equation using Bernoulli wavelet method and new operational matrix of fractional order derivative. Math. Methods Appl. Sci. 43(7), 3936–3953 (2020)
Sun, H., Chen, W., Wei, H., Chen, Y.Q.: A comparative study of constant-order and variable-order fractional models in characterizing memory property of systems. Eur. Phys. J. Spec. Top. 193, 185–192 (2011)
Tang, Z., Tohidi, E., He, F.: Generalized mapped nodal Laguerre spectral collocation method for Volterra delay integro-differential equations with noncompact kernels. Comput. Appl. Math. 39, 298 (2020)
Yu, H., Wu, B., Zhang, D.: The Laguerre–Hermite spectral methods for the time-fractional sub-diffusion equations on unbounded domains. Numer. Algor. 82, 1221–1250 (2019)
Yu, X., Ye, X., Wang, Z.: A fast solver of Legendre–Laguerre spectral element method for the Camassa–Holm equation. Numer. Algor. 88, 1–23 (2021)
Zhang, B., Tang, Y., Zhang, X.: A new method for solving variable coefficients fractional differential equations based on a hybrid of Bernoulli polynomials and block pulse functions. Math. Methods Appl. Sci. 46(7), 8054–8073 (2023)
Zhang, B., Tang, Y., Zhang, X.: Numerical solution of fractional differential equations using hybrid Bernoulli polynomials and block pulse functions. Math. Sci. 15, 293–304 (2021)
Zhang, Z., Yong, Y.: Valuing guaranteed equity-linked contracts by Laguerre series expansion. J. Comput. Appl. Math. 357, 329–348 (2019)
Zeghdane, R.: Numerical solution of stochastic integral equations by using Bernoulli operational matrix. Math. Comput. Simul. 165, 238–254 (2019)
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Hassani, H., Avazzadeh, Z., Agarwal, P. et al. Generalized Bernoulli–Laguerre Polynomials: Applications in Coupled Nonlinear System of Variable-Order Fractional PDEs. J Optim Theory Appl 200, 371–393 (2024). https://doi.org/10.1007/s10957-023-02346-6
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DOI: https://doi.org/10.1007/s10957-023-02346-6
Keywords
- Coupled nonlinear system of variable-order fractional partial differential equation
- Control parameters
- Optimization
- Generalized Bernoulli–Laguerre polynomials