Abstract
This paper proposes and analyzes a high-order implicit-explicit difference scheme for the nonlinear complex fractional Ginzburg–Landau equation involving the Riesz fractional derivative. For the time discretization, the second-order backward differentiation formula combined with the explicit second-order Gear’s extrapolation is adopted. While for the space discretization, a fourth-order fractional quasi-compact method is used to approximate the Riesz fractional derivative. The scheme is efficient in the sense that, at each time step, only a linear system with a coefficient matrix independent of the time level needs to be solved. Despite of the explicit treatment of the nonlinear term, the scheme is shown to be unconditionally convergent in the \(l^2_h\) norm, semi-\(H^{\alpha /2}_h\) norm and \(l^\infty _h\) norm at the order of \(O(\tau ^2+h^4)\) with \(\tau \) time step and h mesh size. Numerical tests are provided to confirm the accuracy and efficiency of the scheme.
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References
Aranson, I.S., Kramer, L.: The world of the complex Ginzburg–Landau equation. Rev. Mod. Phys. 74(1), 99–143 (2002)
Ascher, U.M., Ruuth, S.J., Wetton, B.T.R.: Implicit-explicit methods for time-dependent partial differential equations. SIAM J. Numer. Anal. 32, 797–823 (1995)
Bueno-Orovio, A., Kay, D., Burrage, K.: Fourier spectral methods for fractional-in-space reaction–diffusion equations. BIT 54, 937–954 (2014)
Çelik, C., Duman, M.: Crank-Nicolson method for the fractional diffusion equation with the Riesz fractional derivative. J. Comput. Phys. 231(4), 1743–1750 (2012)
Chen, M., Deng, W.: Fourth order accurate scheme for the space fractional diffusion equations. SIAM J. Numer. Anal. 52, 1418–1438 (2014)
Defterli, O., D’Elia, M., Du, Q., Gunzburger, M., Lehoucq, R., Meerschaert, M.M.: Fractional diffusion on bounded domains. Fract. Calc. Appl. Anal. 18, 342–360 (2015)
Ding, H., Li, C., Chen, Y.: High-order algorithms for Riesz derivative and their applications (II). J. Comput. Phys. 293, 218–237 (2015)
Ding, H., Li, C., Chen, Y.: High-order algorithms for Riesz derivative and their applications (III). Fract. Calc. Appl. Anal. 19, 19–55 (2016)
Du, Q., Gunzburger, M., Lehoucq, R.B., Zhou, K.: Analysis and approximation of nonlocal diffusion problems with volume constraints. SIAM Rev. 54(4), 667–696 (2012)
Ervin, V.J., Heuer, N., Roop, J.P.: Numerical approximation of a time dependent, nonlinear, space-fractional diffusion equation. SIAM J. Numer. Anal. 45, 572–591 (2007)
Guo, B., Huo, Z.: Well-posedness for the nonlinear fractional Schrödinger equation and inviscid limit behavior of solution for the fractional Ginzburg-Landau equation. Fract. Calc. Appl. Anal. 16, 226–242 (2013)
Hairer, E., Wanner, G.: Solving Ordinary Differential Equations II: Stiff and Differential-Algebraic Problems. Springer Series in Computational Mathematics, vol. 14, 2nd edn. Springer, Berlin (1996)
Hao, Z.P., Sun, Z.Z.: A linearized high-order difference scheme for the fractional Ginzburg–Landau equation. Numer. Methods Partial Differ. Equ. 33, 105–124 (2017)
Hao, Z.P., Sun, Z.Z., Cao, W.R.: A fourth-order approximation of fractional derivatives with its applications. J. Comput. Phys. 281, 787–805 (2015)
Hao, Z.P., Sun, Z.Z., Cao, W.R.: A three-level linearized compact difference scheme for the Ginzburg–Landau equation. Numer. Methods Partial Differ. Equ. 31, 876–899 (2015)
Kirkpatrick, K., Lenzmann, E., Staffilani, G.: On the continuum limit for discrete NLS with long-range lattice interactions. Commun. Math. Phys. 317, 563–591 (2013)
Lord, G.J.: Attractors and inertial manifolds for finite-difference approximations of the complex Ginzburg–Landau equation. SIAM J. Numer. Anal. 34(4), 1483–1512 (1997)
Lu, H., Bates, P.W., Lü, S., Zhang, M.: Dynamics of the 3-D fractional complex Ginzburg–Landau equation. J. Differ. Equ. 259(10), 5276–5301 (2015)
Meerschaert, M.M., Tadjeran, C.: Finite difference approximations for fractional advection–dispersion flow equations. J. Comput. Appl. Math. 172, 65–77 (2004)
Milovanov, A., Rasmussen, J.: Fractional generalization of the Ginzburg–Landau equation: an unconventional approach to critical phenomena in complex media. Phys. Lett. A 337, 75–80 (2005)
Mvogo, A., Ben-Bolie, G.H., Kofané, T.C.: Coupled fractional nonlinear differential equations and exact Jacobian elliptic solutions for excitoncphonon dynamics. Phys. Lett. A 378, 2509–2517 (2014)
Mvogo, A., Tambue, A., Ben-Bolie, G.H., Kofané, T.C.: Localized numerical impulse solutions in diffuse neural networks modeled by the complex fractional Ginzburg–Landau equation. Commun. Nonlinear Sci. Numer. Simul. 39, 396–410 (2016)
Podlubny, I.: Fractional Differential Equations. Academic Press, San Diego (1999)
Pu, X., Guo, B.: Well-posedness and dynamics for the fractional Ginzburg–Landau equation. Appl. Anal. 92(2), 318–334 (2013)
Quarteroni, A., Valli, A.: Numerical Approximation of Partial Differential Equations. Springer Series in Computational Mathematics, vol. 23. Springer, Berlin (1994)
Sun, Z.Z., Zhu, Q.: On Tsertsvadze’s difference scheme for the Kuramoto–Tsuzuki equation. J. Comput. Appl. Math. 98(2), 289–304 (1998)
Tadjeran, C., Meerschaert, M.M., Scheffler, H.P.: A second-order accurate numerical approximation for the fractional diffusion equation. J. Comput. Phys. 213, 205–213 (2006)
Tarasov, V., Zaslavsky, G.: Fractional Ginzburg–Landau equation for fractal media. Phys. A 354, 249–261 (2005)
Tarasov, V., Zaslavsky, G.: Fractional dynamics of coupled oscillators with long-range interaction. Chaos 16(2), 023110 (2006)
Tian, W., Zhou, H., Deng, W.: A class of second order difference approximation for solving space fractional diffusion equations. Math. Comput. 84, 1703–1727 (2015)
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, H., Basu, T.S.: A fast finite difference method for two-dimensional space-fractional diffusion equations. SIAM J. Sci. Comput. 34, A2444–A2458 (2012)
Wang, P., Huang, C.: A conservative linearized difference scheme for the nonlinear fractional Schrödinger equation. Numer. Algorithm 69, 625–641 (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.: An implicit midpoint difference scheme for the fractional Ginzburg–Landau equation. J. Comput. Phys. 312, 31–49 (2016)
Wang, P., Huang, C., Zhao, L.: Point-wise error estimate of a conservative difference scheme for the fractional Schrödinger equation. J. Comput. Appl. Math. 306, 231–247 (2016)
Wang, T., Guo, B.: Analysis of some finite difference schemes for two-dimensional Ginzburg–Landau equation. Numer. Methods Partial Differ. Equ. 27, 1340–1363 (2011)
Xu, Q., Hesthaven, J.S.: Discontinuous Galerkin method for fractional convection–diffusion equations. SIAM J. Numer. Anal. 52, 405–423 (2014)
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)
Zeng, F., Liu, F., Li, C., Burrage, K., Turner, I., Anh, V.: A Crank-Nicolson ADI spectral method for a two-dimensional Riesz space fractional nonlinear reaction-diffusion equation. SIAM J. Numer. Anal. 52, 2599–2622 (2014)
Zhao, X., Sun, Z.Z., Hao, Z.P.: A fourth-order compact ADI scheme for two-dimensional nonlinear space fractional Schrödinger equation. SIAM J. Sci. Comput. 36(6), A2865–A2886 (2014)
Zhou, H., Tian, W., Deng, W.: Quasi-compact finite difference schemes for space fractional diffusion equations. J. Sci. Comput. 56, 45–66 (2013)
Zhuang, P., Liu, F., Anh, V., Turner, I.: Numerical methods for the variable-order fractional advection–diffusion equation with a nonlinear source term. SIAM J. Numer. Anal. 47(3), 1760–1781 (2009)
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This work was supported by National Natural Science Foundation of China (No. 11771163).
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Communicated by Jan Hesthaven.
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Wang, P., Huang, C. An efficient fourth-order in space difference scheme for the nonlinear fractional Ginzburg–Landau equation. Bit Numer Math 58, 783–805 (2018). https://doi.org/10.1007/s10543-018-0698-9
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DOI: https://doi.org/10.1007/s10543-018-0698-9
Keywords
- Fractional Ginzburg–Landau equation
- Riesz fractional derivative
- Implicit-explicit method
- Fractional compact scheme
- Convergence