Abstract
For the time-fractional neutron diffusion equation with a Caputo derivative of order \( \varvec{\alpha } \in ~(\varvec{0},\frac{\varvec{1}}{\varvec{2}}) \), we give the optimal error bounds of L1-type schemes under the spatial \( L^{\infty } \)-norm with lower regularity solution than typical \(| \varvec{\partial }_{\varvec{t}}^{\varvec{l}} \varvec{u}(\varvec{x},\varvec{t}) | \le \varvec{C} (\varvec{1+t}^{\varvec{2\alpha - l}}), \varvec{l = 0}, \varvec{1}, \varvec{2}\), where \(\varvec{2\alpha }\) is the highest order of the time-fractional derivative. The unique solvability and the numerical stability of schemes will be exported via a simple restriction of coefficients with non-uniform time steps \(\varvec{\tau }_{\varvec{n}} < \frac{\varvec{\pi }}{\varvec{4}}\). The truncation error of term \(\varvec{D}_{\varvec{0},\varvec{t}}^{\varvec{2\alpha }}\) with low regularity \(| \varvec{\partial }_{\varvec{t}}^{\varvec{l}} \varvec{u}(\varvec{x},\varvec{t}) | \le \varvec{C} (\varvec{1+t}^{\varvec{\alpha - l}}), \varvec{l = 0}, \varvec{1}, \varvec{2}\), and the global error of full discretizations will be given. In addition, several numerical examples will be shown to test our theoretical results.
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References
Roul, P., Rohil, V., Espinosa-Paredes, G., Prasad Goura, V.M.K., Gedam, R.S., Obaidurrahman, K.: Design and analysis of a numerical method for fractional neutron diffusion equation with delayed neutrons. Appl. Numer. Math. 157, 634–653 (2020)
Lawrence, R.D.: Progress in nodal methods for the solution of the neutron diffusion and transport equations. Prog. Nucl. Energy 17(3), 271–301 (1986)
Shen, S., Liu, F., Anh, V., Turner, I.: Detailed analysis of a conservative difference approximation for the time fractional diffusion equation. J. Appl. Math. Comput. 22(3), 1–19 (2006)
Zhuang, P., Liu, F.: Finite difference approximation for two-dimensional time fractional diffusion equation. J. Algorithms Comput. Technol. 1(1), 1–16 (2007)
Chen, W., Ye, L., Sun, H.: Fractional diffusion equations by the Kansa method. Comput. Math. with Appl. 59(5), 1614–1620 (2010)
Zhang, Y., Sun, Z., Liao, H.: Finite difference methods for the time fractional diffusion equation on non-uniform meshes. J. Comput. Phys. 265, 195–210 (2014)
Liu, Y., Roberts, J., Yan, Y.: A note on finite difference methods for nonlinear fractional differential equations with non-uniform meshes. Int. J. Comput. Math. 95(6–7), 1151–1169 (2017)
Stynes, M., O’Riordan, E., Gracia, J.L.: Error analysis of a finite difference method on graded meshes for a time-fractional diffusion equation. SIAM J. Numer. Anal. 55(2), 1057–1079 (2017)
Mainardi, F.: The fundamental solutions for the fractional diffusion-wave equation. Appl. Math. Lett. 9(6), 23–28 (1996)
Luchko, Y.: Maximum principle for the generalized time-fractional diffusion equation. J. Math. Anal. Appl. 351(1), 218–223 (2009)
Chen, H., Stynes, M.: A discrete comparison principle for the time-fractional diffusion equation. Comput. Math. with Appl. 80(5), 917–922 (2020)
Luchko, Y.: Some uniqueness and existence results for the initial-boundary-value problems for the generalized time-fractional diffusion equation. Comput. Math. with Appl. 59(5), 1766–1772 (2010)
Li, X., Xu, C.: Existence and uniqueness of the weak solution of the space-time fractional diffusion equation and a spectral method approximation. Commun. Comput. Phys. 8(5), 1016–1051 (2010)
McLean, W.: Regularity of solutions to a time-fractional diffusion equation. The ANZIAM Journal 52(2), 123–138 (2010)
Gorenflo, R., Luchko, Y., Yamamoto, M.: Time-fractional diffusion equation in the fractional Sobolev spaces. Fract. Calc. Appl. Anal. 18(3), 799–820 (2015)
Ervin, V.J.: Regularity of the solution to fractional diffusion, advection, reaction equations in weighted Sobolev spaces. J. Differential Equations 278, 294–325 (2021)
Alikhanov, A.A.: A new difference scheme for the time fractional diffusion equation. J. Comput. Phys. 280, 424–438 (2015)
Li, Z., Liang, Z., Yan, Y.: High-order numerical methods for solving time fractional partial differential equations. J. Sci. Comput. 71(2), 785–803 (2016)
Ford, N.J., Yan, Y.: An approach to construct higher order time discretisation schemes for time fractional partial differential equations with nonsmooth data. Fract. Calc. Appl. Anal. 20(5), 1076–1105 (2017)
Luchko, Y.: Initial-boundary-value problems for the generalized multi-term time-fractional diffusion equation. J. Math. Anal. Appl. 374(2), 538–548 (2011)
Liu, F., Meerschaert, M.M., McGough, R.J., Zhuang, P., Liu, Q.: Numerical methods for solving the multi-term time-fractional wave-diffusion equation. Fract. Calc. Appl. Anal. 16(1), 9–25 (2013)
Shen, S., Liu, F., Chen, J., Turner, I., Anh, V.: Numerical techniques for the variable order time fractional diffusion equation. Appl. Math. Comput. 218(22), 10861–10870 (2012)
Diethelm, K., Ford, N.J.: Numerical analysis for distributed-order differential equations. J. Comput. Appl. Math. 225(1), 96–104 (2009)
Kopteva, N.: Error analysis for time-fractional semilinear parabolic equations using upper and lower solutions. SIAM J. Numer. Anal. 58(4), 2212–2234 (2020)
Ferreira, R.A.: A discrete fractional Gronwall inequality. Proceedings of the American Mathematical Society, pp. 1605–1612
Liao, H., McLean, W., Zhang, J.: A discrete Gronwall inequality with applications to numerical schemes for subdiffusion problems. SIAM J. Numer. Anal. 57(1), 218–237 (2019)
Kopteva, N., Meng, X.: Error analysis for a fractional-derivative parabolic problem on quasi-graded Meshes using barrier functions. SIAM J. Numer. Anal. 58(2), 1217–1238 (2020)
Feng, L., Liu, F., Turner, I., Zheng, L.: Novel numerical analysis of multi-term time fractional viscoelastic non-Newtonian fluid models for simulating unsteady MHD Couette flow of a generalized Oldroyd-B fluid. Fract. Calc. Appl. Anal. 21(4), 1073–1103 (2018)
Gorenflo, R., Kilbas, A.A., Mainardi, F., Rogosin, S.V.: Mittag-Leffler functions, related topics and applications. Springer, Heidelberg (2014)
Abramowitz, M., Stegun, I.A. (eds.): Handbook of mathematical functions with formulas, graphs, and mathematical tables, Reprint edn. National Bureau of Standards Applied Mathematics Series, vol. 55. Martino Publishing, Mansfield Centre, CT (2014)
Diethelm, K.: The analysis of fractional differential equations, vol. 2004 (2010)
Kilbas, A.A., Srivastava, H.M., Trujillo, J.J. (eds.): Theory and applications of fractional differential equations vol. 204, pp. 279–346 (2006)
Huang, C., Liu, X., Meng, X., Stynes, M.: Error analysis of a finite difference method on graded meshes for a multiterm time-fractional initial-boundary value problem. Comput. Methods Appl. Math. 20(4), 815–825 (2020)
Xie, Y., Yin, D., Mei, L.: Finite difference scheme on graded meshes to the time-fractional neutron diffusion equation with non-smooth solutions. Appl. Math. Comput. 435, 127474 (2022)
Chen, H., Stynes, M.: Blow-up of error estimates in time-fractional initial-boundary value problems. IMA J. Numer. Anal. 41(2), 974–997 (2020)
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The authors are grateful to the associate editor and two anonymous referees for their helpful comments.
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The project is supported by the National Natural Science Foundation of China No.12171385.
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Yin, D., Xie, Y. & Mei, L. The stability and convergence analysis of finite difference methods for the fractional neutron diffusion equation. Adv Comput Math 49, 72 (2023). https://doi.org/10.1007/s10444-023-10070-y
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DOI: https://doi.org/10.1007/s10444-023-10070-y