Abstract
In this work, an efficient fourth-order time-stepping compact finite difference scheme is devised for the numerical solution of multi-dimensional space-fractional coupled nonlinear Schrödinger equations. Some existing numerical schemes for these equations lead to full and dense matrices due to the non-locality of the fractional operator. To overcome this challenge, the spatial discretization in our method is carried out by using the compact finite difference scheme and matrix transfer technique in which FFT-based computations can be utilized. This avoids storing the large matrix from discretizing the fractional operator and also significantly reduces the computational costs. The amplification symbol of this scheme is investigated by plotting its stability regions, which indicates the stability of the scheme. Numerical experiments show that this scheme preserves the conservation laws of mass and energy, and achieves the fourth-order accuracy in both space and time.
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Amore, P., Fernández, F.M., Hofmann, C.P., Sáenz, R.A.: Collocation method for fractional quantum mechanics. J. Math. Phys. 51(12), 122101 (2010)
Beylkin, G., Keiser, J.M., Vozovoi, L.: A new class of time discretization schemes for the solution of nonlinear PDEs. J. Comput. Phys. 147(2), 362–387 (1998)
Bhatt, H., Khaliq, A., Furati, K.: Efficient High-Order Compact Exponential Time Differencing Method for Space-Fractional Reaction–Diffusion Systems with Nonhomogeneous Boundary Conditions. Numerical Algorithms, pp. 1–25. Springer, New York (2019)
Bhatt, H.P., Khaliq, A.Q.M.: Fourth-order compact schemes for the numerical simulation of coupled Burgers’ equation. Comput. Phys. Commun. 200, 117–138 (2016)
Cox, S.M., Matthews, P.C.: Exponential time differencing for stiff systems. J. Comput. Phys. 176(2), 430–455 (2002)
Demengel, F., Demengel, G., Erné, R.: Functional Spaces for the Theory of Elliptic Partial Differential Equations. Springer, London (2012)
Ding, H.-F., Zhang, Y.-X.: New numerical methods for the Riesz space fractional partial differential equations. Comput. Math. Appl. 63(7), 1135–1146 (2012)
Duan, B., Zheng, Z., Cao, W., et al.: Finite element method for a kind of two-dimensional space-fractional diffusion equation with its implementation. Am. J. Comput. Math. 5(02), 135 (2015)
Duo, S., Wang, H., Zhang, Y.: A comparative study on nonlocal diffusion operators related to the fractional Laplacian. arXiv preprint arXiv:1711.06916 (2017)
Guo, B., Huang, D.: Existence and stability of standing waves for nonlinear fractional Schrödinger equations. J. Math. Phys. 53(8), 083702 (2012)
Guo, B., Huo, Z.: Global well-posedness for the fractional nonlinear Schrödinger equation. Commun. Partial Differ. Equ. 36(2), 247–255 (2010)
Hu, Y., Kallianpur, G.: Schrödinger equations with fractional Laplacians. Appl. Math. Optim. 42(3), 281–290 (2000)
Ilic, M., Liu, F., Turner, I., Anh, V.: Numerical approximation of a fractional-in-space diffusion equation, I. Fract. Calculus Appl. Anal. 8(3), 323–341 (2005)
Ilic, M., Liu, F., Turner, I., Anh, V.: Numerical approximation of a fractional-in-space diffusion equation (II)-with nonhomogeneous boundary conditions. Fract. Calculus Appl. Anal. 9(4), 333–349 (2006)
Ismail, M.: A fourth-order explicit schemes for the coupled nonlinear Schrödinger equation. Appl. Math. Comput. 196(1), 273–284 (2008)
Ismail,M., Taha,T. R.: Parallel methods and higher dimensional NLS equations. In Abstract and Applied Analysis, volume 2013. Hindawi (2013)
Krogstad, S.: Generalized integrating factor methods for stiff PDES. J. Comput. Phys. 203(1), 72–88 (2005)
Laskin, N.: Fractional quantum mechanics. Phys. Rev. E 62(3), 3135 (2000)
Laskin, N.: Fractional quantum mechanics and Lévy path integrals. Phys. Lett. A 268(4–6), 298–305 (2000)
Laskin, N.: Fractional Schrödinger equation. Phys. Rev. E 66(5), 056108 (2002)
Li, M.: A high-order split-step finite difference method for the system of the space fractional CNLS. Eur. Phys. J. Plus 134(5), 244 (2019)
Li, M., Gu, X.-M., Huang, C., Fei, M., Zhang, G.: A fast linearized conservative finite element method for the strongly coupled nonlinear fractional Schrödinger equations. J. Comput. Phys. 358, 256–282 (2018)
Longhi, S.: Fractional Schrödinger equation in optics. Opt. Lett. 40(6), 1117–1120 (2015)
Nørsett, S.P., Wolfbrandt, A.: Attainable order of rational approximations to the exponential function with only real poles. BIT Numer. Math. 17(2), 200–208 (1977)
Secchi, S., Squassina, M.: Soliton dynamics for fractional Schrödinger equations. Appl. Anal. 93(8), 1702–1729 (2014)
Van Loan,C.: Computational frameworks for the fast Fourier transform, volume 10. Siam, (1992)
Wang, D., Xiao, A., Yang, W.: Crank–Nicolson difference scheme for the coupled nonlinear Schrödinger equations with the Riesz space fractional derivative. J. Comput. Phys. 242, 670–681 (2013)
Wang, D., Xiao, A., Yang, W.: A linearly implicit conservative difference scheme for the space fractional coupled nonlinear Schrödinger equations. J. Comput. Phys. 272, 644–655 (2014)
Wang, D., Xiao, A., Yang, W.: Maximum-norm error analysis of a difference scheme for the space fractional CNLS. Appl. Math. Comput. 257, 241–251 (2015)
Wang, P., Huang, C.: An energy conservative difference scheme for the nonlinear fractional Schrödinger equations. J. Comput. Phys. 293, 238–251 (2015)
Wang, P., Huang, C.: Split-step alternating direction implicit difference scheme for the fractional Schrödinger equation in two dimensions. Comput. Math. Appl. 71(5), 1114–1128 (2016)
Yang, Q., Liu, F., Turner, I.: Numerical methods for fractional partial differential equations with Riesz space fractional derivatives. Appl. Math. Model. 34(1), 200–218 (2010)
Yang, Q., Turner, I., Liu, F., Ilić, M.: Novel numerical methods for solving the time-space fractional diffusion equation in two dimensions. SIAM J. Sci. Comput. 33(3), 1159–1180 (2011)
Zhang, G., Huang, C., Li, M.: A mass-energy preserving Galerkin fem for the coupled nonlinear fractional Schrödinger equations. Eur. Phys. J. Plus 133(4), 155 (2018)
Zhao, S., Ovadia, J., Liu, X., Zhang, Y.-T., Nie, Q.: Operator splitting implicit integration factor methods for stiff reaction–diffusion–advection systems. J. Comput. Phys. 230(15), 5996–6009 (2011)
Zhao, X., Sun, Z.-Z., Hao, Z.-P.: A fourth-order compact ADI scheme for two-dimensional nonlinear space fractional Schrodinger equation. SIAM J. Sci. Comput. 36(6), A2865–A2886 (2014)
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This article is part of the section “Computational Approaches” edited by Siddhartha Mishra.
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Almushaira, M., Liu, F. Fourth-order time-stepping compact finite difference method for multi-dimensional space-fractional coupled nonlinear Schrödinger equations. SN Partial Differ. Equ. Appl. 1, 45 (2020). https://doi.org/10.1007/s42985-020-00048-6
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DOI: https://doi.org/10.1007/s42985-020-00048-6
Keywords
- Space-fractional nonlinear Schrödinger equations
- Time-stepping methods
- Matrix transfer technique
- Discrete sine transform