Abstract
A nonlinear iteration scheme for nonlinear Schrödinger equation with 2-step backward differential formula (BDF) finite element method (FEM) is proposed. Energy stability is testified for the constructed scheme, which leads to the boundedness of \(\|{U_{h}^{n}}\|_{0}\) and \(\sqrt {\tau }\|\nabla {U_{h}^{n}}\|_{0}\). Auxiliary equation known as a time-discrete system is constructed to get rid of the restriction of τ. The solutions of the time-discrete equation in H1-norm is deduced. On the one hand, \(\sqrt {\tau }\|\nabla U^{n}\|_{0}\) reduces to the temporal error in H2-norm. On the other hand, with the help of the boundedness about \(\sqrt {\tau }\|\nabla {U_{h}^{n}}\|_{0}\), the unconditional optimal estimate for spatial error is derived. Without any restriction of the time step, \(\|{U_{h}^{n}}\|_{0,\infty }\) is bounded through surmounting the difficulty of nonlinear term. By taking difference between two time levels n and n − 1 of the error equation, an unconditional superconvergence estimate is derived. At last, global superconvergence result is achieved through the known interpolated postprocessing technique. Here, τ is the time step, and Un and \({U_{h}^{n}}\) denote the solutions of the time-discrete system and the finite element approximation equation, respectively. Furthermore, by introducing modified mass and energy functions, the numerical scheme is proved to preserve the total mass and energy in the discrete senses. Finally, numerical results are given to support the theoretical analysis.
Similar content being viewed by others
References
Bao, W., Du, Q., Zhang, Y.: Dynamics of rotating Bose–Einstein condensates and its efficient and accurate numerical computation. SIAM J. Appl. Math. 66(3), 758–786 (2006)
Makhankov, V. G.: Dynamics of classical solitons (in non-integrable systems). Phys. Lett. C 35(1), 1–128 (1978)
Sulem, C., Sulem, P-L: The Nonlinear Schrödinger Equation: Self-Focusing and Wave Collapse. Springer, New York (1999)
Akrivis, G.: Finite difference discretization of the cubic Schrödinger equation. IMA J. Numer. Anal. 13(1), 115–124 (1993)
Bao, W., Cai, Y.: Uniform error estimates of finite difference methods for the nonlinear Schrödinger equation with wave operator. SIAM J. Numer. Anal. 50(2), 492–521 (2012)
Dehghan, M., Taleei, A.: A compact split-step finite difference method for solving the nonlinear Schrödinger equations with constant and variable coefficients. Comput. Phys. Comm. 181(1), 43–51 (2010)
Zhang, L., Chang, Q.: A conservative numerical scheme for a class of nonlinear Schrödinger equation with wave operator. Appl. Math. Comput. 145 (2–3), 603–612 (2003)
Liao, H. L., Sun, Z. Z., Shi, H. S.: Error estimate of fourth-order compact scheme for linear Schrödinger equations. SIAM J. Numer. Anal. 47(6), 4381–4401 (2010)
Wang, T., Guo, B., Xu, Q.: Fourth-order compact and energy conservative difference schemes for the nonlinear Schrödinger equation in two dimensions. J. Comput. Phys. 243, 382–399 (2013)
Chang, Q., Jia, E., Sun, W.: Difference schemes for solving the generalized nonlinear Schrödinger equation. J. Comput. Phys. 148(2), 397–415 (1999)
Karakashian, O., Makridakis, C.: A space-time finite element method for the nonlinear Schrödinger equation: the continuous Galerkin method. SIAM J. Numer. Anal. 36(6), 1779–1807 (1999)
Akrivis, G. D., Dougalis, V. A., Karakashian, O. A.: On fully-discrete Galerkin methods of second-order accuracy for the nonlinear Schrödinger equation. Numer. Math. 59(1), 31–53 (1991)
Wang, J.: A new error analysis of Crank-Nicolson Galerkin FEMs for a generalized nonlinear Schrodinger̈ equation. 60(2), 390–407 (2014)
Shi, D.Y., Liao, X., Wang, L.L.: Superconvergence analysis of conforming finite element method for nonlinear Schrödinger equation. Appl. Math. Comput. 289, 298–310 (2016)
Shi, D., Wang, J.: Unconditional superconvergence analysis of a Crank–Nicolson Galerkin FEM for nonlinear Schrodinger̈ equation. J. Sci. Comput. 72 (3), 1093–1118 (2017)
Wang, J., Huang, Y., Tian, Z., Zhou, J.: Superconvergence analysis of finite element method for the time-dependent Schrödinger equation. Comput. Math. Appl. 71(10), 1960–1972 (2016)
Cai, W., Li, J., Chen, Z.: Unconditional optimal error estimates for BDF2-FEM for a nonlinear Schrödinger equation. J. Comput. Appl. Math. 331, 23–41 (2018)
Wu, L: Two-grid mixed finite-element methods for nonlinear Schrödinger equations. Numer. Methods Partial Differ. Equ. 28(1), 63–73 (2012)
Hu, H.: Two-grid method for two-dimensional nonlinear Schrödinger equation by mixed finite element method. Numer. Methods Partial Differ. Equ. 34(2), 385–400 (2018)
Karakashian, O., Makridakis, M. C.: A space-time finite element method for the nonlinear Schrödinger equation: the discontinuous Galerkin method. Math. Comput. 67(222), 479–499 (1998)
Xu, Y., Shu, C.-W.: Local discontinuous Galerkin methods for nonlinear Schrödinger equations. J. Comput. Phys. 205, 72–77 (2005)
Hong, J., Ji, L., Liu, Z.: Optimal error estimates of conservative local discontinuous Galerkin method for nonlinear Schrödinger equation. Appl. Numer. Math. 127(2018), 164–178 (2016)
Castillo, P., Gómez, S.: Conservative super-convergent and hybrid discontinuous Galerkin methods applied to nonlinear Schrödinger equations. Appl. Math. Comput. 371(C), 124950 (2020)
Gong, Y., Wang, Q., Wang, Y., Cai, J.: A conservative fourier pseudo-spectral method for the nonlinear Schrödinger equation. J. Comput. Phys. 328, 354–370 (2017)
Kong, L., Zhang, J., Ying, C., Duan, Y., Hong, H.: Semi-explicit symplectic partitioned Runge-Kutta fourier pseudo-spectral scheme for Klein-Gordon-Schrödinger equations. Comput. Phys. Commun. 181(8), 1369–1377 (2010)
Li, B., Sun, W.: Error analysis of linearized semi-implicit Galerkin finite element methods for nonlinear parabolic equations. Int. J. Numer. Anal. Model. 10(3), 622–633 (2013)
Gao, H.: Unconditional optimal error estimates of BDF–Galerkin FEMs for nonlinear thermistor equations. J. Sci. Comput. 66(2), 504–527 (2016)
Lin, Q., Lin, J.: Finite Element Methods: Accuracy and Improvement. Science Press, Beijing (2006)
Thomée, V.: Galerkin Finite Element Methods for Parabolic Problems. Springer, Berlin (1997)
Shi, D., Wang, F., Fan, M., Zhao, Y.: A new approach of the lowest-order anisotropic mixed finite element high-accuracy analysis for nonlinear sine-Gordon equations. Math. Numer. Sin. 37(2), 148–161 (2015)
Funding
This work was supported by the National Natural Science Foundation of China (No. 11801527), Key Scientific Research Projects of Higher Eduction of Henan (Nos. 19A110034, 20A110030), the Doctoral Starting Foundation of Pingdingshan University (No. PXY-BSQD-2019001), China Postdoctoral Science Foundation (No. 2018M632791).
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Wang, J., Li, M. & Zhang, Y. Superconvergence analysis of BDF-Galerkin FEM for nonlinear Schrödinger equation. Numer Algor 89, 195–222 (2022). https://doi.org/10.1007/s11075-021-01111-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11075-021-01111-y