Abstract
This paper proposes and analyzes an efficient finite difference scheme for the two-dimensional nonlinear Schrödinger (NLS) equation involving fractional Laplacian. The scheme is based on a weighted and shifted Grünwald-Letnikov difference (WSGD) operator for the spatial fractional Laplacian. We prove that the proposed method preserves the mass and energy conservation laws in semi-discrete formulations. By introducing the differentiation matrices, the semi-discrete fractional nonlinear Schrödinger (FNLS) equation can be rewritten as a system of nonlinear ordinary differential equations (ODEs) in matrices formulations. Two kinds of time discretization methods are proposed for the semi-discrete formulation. One is based on the Crank-Nicolson (CN) method which can be proved to preserve the fully discrete mass and energy conservation. The other one is the compact implicit integration factor (cIIF) method which demands much less computational effort. It can be shown that the cIIF scheme can approximate CN scheme with the error O(τ2). Finally numerical results are presented to demonstrate the method’s conservation, accuracy, efficiency and the capability of capturing blow-up.
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References
Aboelenen T. A high-order nodal discontinuous Galerkin method for nonlinear fractional Schrödinger type equations. Commun Nonlinear Sci Numer Simul, 2018, 54: 428–452
Bhrawy A H, Abdelkawy M A. A fully spectral collocation approximation for multi-dimensional fractional Schrödinger equations. J Comput Phys, 2015, 294: 462–483
Boulenger T, Himmelsbach D, Lenzmann E. Blowup for fractional NLS. J Funct Anal, 2016, 271: 2569–2603
Çelik C, Duman M. Crank-Nicolson method for the fractional diffusion equation with the Riesz fractional derivative. J Comput Phys, 2012, 231: 1743–1750
Chang Q, Jia E, Sun W. Difference schemes for solving the generalized nonlinear Schrödinger equation. J Comput Phys, 1999, 148: 397–415
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, 2010, 181: 43–51
Duan B, Zheng Z, Cao W. Finite element method for a kind of two-dimensional space-fractional diffusion equation with its implementation. Amer J Comput Math, 2015, 5: 135
Duo S, Zhang Y. Mass-conservative Fourier spectral methods for solving the fractional nonlinear Schrödinger equation. Comput Math Appl, 2016, 71: 2257–2271
Fröhlich J, Jonsson B L G, Lenzmann E. Boson stars as solitary waves. Comm Math Phys, 2007, 274: 1–30
Gong Y, Wang Q, Wang Y, et al. A conservative Fourier pseudo-spectral method for the nonlinear Schrödinger equation. J Comput Phys, 2017, 328: 354–370
Hou T, Tang T, Yang J. Numerical analysis of fully discretized Crank-Nicolson scheme for fractional-in-space Allen-Cahn equations. J Sci Comput, 2017, 72: 1214–1231
Ionescu A D, Pusateri F. Nonlinear fractional Schrödinger equations in one dimension. J Funct Anal, 2014, 266: 139–176
Ji C C, Sun Z Z. A high-order compact finite difference scheme for the fractional sub-diffusion equation. J Sci Comput, 2015, 64: 959–985
Khaliq A Q M, Liang X, Furati K M. A fourth-order implicit-explicit scheme for the space fractional nonlinear Schrödinger equations. Numer Algorithms, 2017, 75: 147–172
Kirkpatrick K, Lenzmann E, Staffilani G. On the continuum limit for discrete NLS with long-range lattice interactions. Comm Math Phys, 2013, 317: 563–591
Klein C, Sparber C, Markowich P. Numerical study of fractional nonlinear Schrödinger equations. Proc Math Phys Eng Sci, 2014, 470: 20140364
Laskin N. Fractional quantum mechanics. Phys Rev E, 2000, 62: 3135–3145
Laskin N. Fractional Schrödinger equation. Phys Rev E, 2002, 66: 056108
Lenzmann E. Well-posedness for semi-relativistic Hartree equations of critical type. Math Phys Anal Geom, 2007, 10: 43–64
Li M, Huang C, Wang P. Galerkin finite element method for nonlinear fractional Schrödinger equations. Numer Algorithms, 2017, 74: 499–525
Liang X, Khaliq A Q M, Bhatt H, et al. The locally extrapolated exponential splitting scheme for multi-dimensional nonlinear space-fractional Schrödinger equations. Numer Algorithms, 2017, 76: 939–958
Magin R L, Abdullah O, Baleanu D, et al. Anomalous diffusion expressed through fractional order differential operators in the Bloch-Torrey equation. J Magnet Reson, 2008, 190: 255–270
Meerschaert M M, Tadjeran C. Finite difference approximations for fractional advection-dispersion flow equations. J Comput Appl Math, 2004, 172: 65–77
Merle F, Tsutsumi Y. L 2 concentration of blow-up solutions for the nonlinear Schrödinger equation with critical power nonlinearity. J Differential Equations, 1990, 84: 205–214
Moler C, Loan C V. Nineteen dubious ways to compute the exponential of a matrix, twenty-five years later. SIAM Rev, 2003 45: 3–49
Nie Q, Wan F Y M, Zhang Y, et al. Compact integration factor methods in high spatial dimensions. J Comput Phys, 2008, 227: 5238–5255
Nie Q, Zhang Y, Zhao R. Efficient semi-implicit schemes for stiff systems. J Comput Phys, 2006, 214: 521–537
Obrecht C. Remarks on the full dispersion Davey-Stewartson systems. Commun Pure Appl Anal, 2015, 14: 1547–1561
Ortigueira M D. Riesz potential operators and inverses via fractional centred derivatives. Int J Math Math Sci, 2006, 2006: 1–12
Tian W, Zhou H, Deng W. A class of second order difference approximations for solving space fractional diffusion equations. Math Comput, 2015, 84: 1703–1727
Wang D, Zhang L, Nie Q. Array-representation integration factor method for high-dimensional systems. J Comput Phys, 2014, 258: 585–600
Wang P, Huang C. An energy conservative difference scheme for the nonlinear fractional Schrödinger equations. J Comput Phys, 2015, 293: 238–251
Wang P, Huang C. Split-step alternating direction implicit difference scheme for the fractional Schrödinger equation in two dimensions. Comput Math Appl, 2016, 71: 1114–1128
Xu Y, Shu C. Local discontinuous Galerkin methods for nonlinear Schrödinger equations. J Comput Phys, 2005, 205: 72–97
Yang Q, Liu F, Turner I. Numerical methods for fractional partial differential equations with Riesz space fractional derivatives. Appl Math Model, 2010, 34: 200–218
Yang Q, Turner I, Liu F, et al. Novel numerical methods for solving the time-space fractional diffusion equation in two dimensions. SIAM J Sci Comput, 2011, 33: 1159–1180
Yang Z. A class of linearized energy-conserved finite difference schemes for nonlinear space-fractional Schrödinger equations. Int J Comput Math, 2016, 93: 609–626
Zhang R, Yu X, Li M, et al. A conservative local discontinuous Galerkin method for the solution of nonlinear Schrödinger equation in two dimensions. Sci China Math, 2017, 60: 2515–2530
Zhang R, Zhu J, Yu X, et al. A conservative spectral collocation method for the nonlinear Schrödinger equation in two dimensions. Appl Math Comput, 2017, 310: 194–203
Zhao X, Sun Z, Hao Z. A fourth-order compact ADI scheme for two-dimensional nonlinear space fractional Schrödinger equation. SIAM J Sci Comput, 2014, 36: 2865–2886
Acknowledgements
This work was supported by National Natural Science Foundation of China (Grant Nos. 61573008 and 61703290), the Foundation of LCP (Grant No. 6142A0502020717) and National Science Foundation of USA (Grant No. DMS-1620108).
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Zhang, R., Zhang, YT., Wang, Z. et al. A conservative numerical method for the fractional nonlinear Schrödinger equation in two dimensions. Sci. China Math. 62, 1997–2014 (2019). https://doi.org/10.1007/s11425-018-9388-9
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DOI: https://doi.org/10.1007/s11425-018-9388-9
Keywords
- fractional nonlinear Schrödinger equation
- weighted and shifted Grünwald-Letnikov difference
- compact integration factor method
- conservation