Abstract
We begin with rigorous error estimates of the Strang splitting method for the highly oscillatory fractional nonlinear equation involving a small parameter \(\varepsilon \in (0, 1]\), which propagates waves with wavelength at \(O(\varepsilon ^2)\) in time. In view of the inherent oscillatory nature, the \(\varepsilon \)-scalability of the Strang splitting method is optimal as suggested by the Shannon’s sampling theorem. Surprisingly, we find out that the Strang splitting method would yield an improved error bound for the one dimensional (1D) fractional nonlinear Schrödinger equation (NLSE) provided that the time step \(\tau \) is chosen as an integer fraction of the period of the principal linear part. Finally, numerical examples are reported to validate our error estimates and various applications are shown to illustrate the difference between the fractional NLSE and classical NLSE as well as the capability of the Strang splitting method.










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References
Ambrosio, V.: Ground states solutions for a non-linear equation involving a pseudo-relativistic Schrödinger operator. J. Math. Phys. 57, 051502 (2016)
Antoine, X., Bao, W., Besse, C.: Computational methods for the dynamics of the nonlinear Schrödinger/Gross–Pitaevskii equations. Comput. Phys. Commun. 184, 2621–2633 (2013)
Antoine, X., Tang, Q., Zhang, J.: On the numerical solution and dynamical laws of nonlinear fractional Schrödinger/Gross–Pitaevskii equations. Int. J. Comput. Math. 95, 1423–1443 (2018)
Antoine, X., Tang, Q., Zhang, Y.: On the ground states and dynamics of space fractional nonlinear Schrödinger/Gross–Pitaevskii equations with rotation term and nonlocal nonlinear interactions. J. Comput. Phys. 325, 74–97 (2016)
Aruna, K., Kanth, A.R.: Approximate solutions of non-linear fractional Schrödinger equation via differential transform method and modified differential transform method. Natl. Acad. Sci. Lett. 36, 201–213 (2013)
Bao, W., Cai, Y., Jia, X., Yin, J.: Error estimates of numerical methods for the nonlinear Dirac equation in the nonrelativistic limit regime. Sci. China Math. 59, 1461–1494 (2016)
Bao, W., Cai, Y., Yin, J.: Super-resolution of time-splitting methods for the Dirac equation in the nonrelativistic regime. Math. Comput. 89, 2141–2173 (2020)
Bao, W., Dong, X.: Numerical methods for computing ground states and dynamics of nonlinear relativistic Hartree equation for boson stars. J. Comput. Phys. 230, 5449–5469 (2011)
Bao, W., Feng, Y., Su, C.: Uniform error bounds of a time-splitting spectral method for the long-time dynamics of the nonlinear Klein–Gordon equation with weak nonlinearity. arXiv:2001.10868
Bao, W., Jaksch, D., Markowich, P.A.: Numerical solution of the Gross–Pitaevskii equation for Bose–Einstein condensation. J. Comput. Phys. 187, 318–342 (2003)
Bao, W., Tang, Q., Xu, Z.: Numerical methods and comparison for computing dark and bright solitons in the nonlinear Schrödinger equation. J. Comput. Phys. 235, 423–445 (2013)
Benson, D.A., Schumer, R., Meerschaert, M.M., Wheatcraft, S.W.: Fractional dispersion, Lévy motions, and the MADE tracer tests. Transp. Porous Media 42, 211–240 (2001)
Ben-Artzi, M., Nemirovsky, J.: Remarks on relativistic Schrödinger operators and their extensions. Ann. Inst. H. Poincaré Phys. Théorique 67, 29–39 (1997)
Borgna, J.P., Rial, D.F.: Existence of ground states for a one dimensional relativistic Schrödinger equations. J. Math. Phys. 53, 062301 (2012)
Castella, F., Chartier, P., Méhats, F., Murua, A.: Stroboscopic averaging for the nonlinear Schrödinger equation. Found. Comput. Math 15, 519–559 (2015)
Chartier, P., Méhats, F., Thalhammer, M., Zhang, Y.: Improved error estimates for splitting methods applied to highly-oscillatory nonlinear Schrödinger equations. Math. Comput. 85, 2863–2885 (2016)
Cho, Y., Hajaiej, H., Hwang, G., Ozawa, T.: On the orbital stability of fractional Schrödinger equations. Commun. Pure Appl. Anal. 13, 1267–1282 (2014)
Driscoll, T.A.: A composite Runge–Kutta method for the spectral solution of semilinear PDEs. J. Comput. Phys. 182, 357–367 (2002)
Duo, S., Zhang, Y.: Mass-conservative Fourier spectral methods for solving the fractional nonlinear Schrödinger equation. Comput. Math. Appl. 71, 2257–2271 (2016)
Fujiwara, K., Ozawa, T.: Remarks on global solutions to the Cauchy problem for semirelativistic equations with power type nonlinearity. Int. J. Math. Anal. 9, 2599–2610 (2015)
Gauckler, L.: Convergence of a split-step Hermite method for the Gross–Pitaevskii equation. IMA J. Numer. Anal. 31, 396–415 (2011)
Herr, S., Tesfahun, A.: Small data scattering for semi-relativistic equations with Hartree type nonlinearity. J. Differ. Equ. 259, 5510–5532 (2015)
Hu, Y., Kallianpur, G.: Schrödinger equations with fractional Laplacians. Appl. Math. Optim. 42, 281–290 (2000)
Hu, J., Xin, J., Lu, H.: The global solution for a class of systems of fractional nonlinear Schrödinger equations with periodic boundary condition. Comput. Math. Appl. 62, 1510–1521 (2011)
Ionescu, A.D., Pusateri, F.: Nonlinear fractional Schrödinger equations in one dimension. J. Funct. Anal. 266, 139–176 (2014)
Karakashian, O., Makridakis, C.: A space-time finite element method for the nonlinear Schrödinger equation: the discontinuous Galerkin method. Math. Comput. 67, 479–499 (1998)
Kirkpatrick, K., Lenzmann, E., Staffilan, G.: On the continuum limit for discrete NLS with long-range lattice interactions. Commun. Math. Phys. 317, 563–591 (2012)
Klein, C., Sparber, C., Markowich, P.A.: Numerical study of fractional nonlinear Schrödinger equations. Proc. R. Soc. A 470, 20140364 (2014)
Laskin, N.: Fractional quantum mechanics and Lévy path integrals. Phys. Lett. A 268, 298–305 (2000)
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)
Li, X., Wen, J., Li, D.: Mass- and energy-conserving difference schemes for nonlinear fractional Schrödinger equations. Appl. Math. Lett. 111, 106686 (2021)
Longhi, S.: Fractional Schrödinger equation in optics. Opt. Lett. 40, 1117–1120 (2015)
Lubich, C.: On splitting methods for Schrödinger–Possion and cubic nonlinear Schrödinger equations. Math. Comput. 77, 2141–2153 (2008)
Pitaevskii, L.P., Stringari, S.: Bose–Einstein Condensation. Clarendon Press, Oxford (2003)
Secchi, S.: Ground state solutions for nonlinear fractional Schrödinger equation in \({\mathbb{R}}^N\). J. Math. Phys. 54, 031501 (2013)
Shen, J., Tang, T.: Spectral and High-Order Methods with Applications. Science Press, Beijing (2006)
Sulem, P.L., Sulem, C., Patera, A.: Numerical simulation of singular solutions to the two-dimensional cubic Schrödinger equation. Commun. Pure Appl. Math. 37, 755–778 (1984)
Thalhammer, M.: High-order exponential operator splitting methods for time-dependent Schrödinger equations. SIAM J. Numer. Anal. 46, 2022–2038 (2008)
Wang, P., Huang, C.: An energy conservative difference scheme for the nonlinear fractional Schrödinger equations. J. Comput. Phys. 293, 238–251 (2015)
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)
Xu, Y., Shu, C.-W.: Local discontinuous Galerkin methods for nonlinear Schrödinger equations. J. Comput. Phys. 205, 72–97 (2005)
Zhai, S., Wang, D., Weng, Z., Zhao, X.: Error analysis and numerical simulations of Strang splitting method for space fractional nonlinear Schrödinger equation. J. Sci. Comput. 81, 965–989 (2019)
Zhang, Y.Q., Liu, X., Belić, M.R., Zhong, W.P., Zhang, Y.P., Xiao, M.: Propagation dynamics of a light beam in fractional Schrödinger equation. Phys. Rev. Lett. 115, 180403 (2015)
Acknowledgements
The author would like to specially thank Professor Weizhu Bao for his valuable suggestions and comments. This work was supported by the Ministry of Education of Singapore Grant R-146-000-290-114.
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Feng, Y. Improved Error Bounds of the Strang Splitting Method for the Highly Oscillatory Fractional Nonlinear Schrödinger Equation. J Sci Comput 88, 48 (2021). https://doi.org/10.1007/s10915-021-01558-0
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DOI: https://doi.org/10.1007/s10915-021-01558-0
Keywords
- Fractional nonlinear Schrödinger equation
- Highly oscillatory
- Long-time dynamics
- Strang splitting method
- Error bound