基于非均匀网格的预测校正法求解非线性分数阶常微分方程初值问题
A Predictor-Corrector Method for Nonlinear Fractional Differential Equation Initial Value Problems on Graded Grids
摘要: 非线性分数阶微分方程初值问题的典型解在初始时刻具有弱奇异性,为了更好地逼近它的典型解,本文将Nguyen和Jang在均匀网格上的三阶预测校正方法推广到非均匀网格上。与文献中现有的预测校正方法相比,这种新方法在降低计算成本的同时,显著提高了数值精度。另外,通过数值算例得到的结果显示,当选择合适的网格参数时,误差的收敛阶大于3。
Abstract: In order to better approximate the classical solution of nonlinear fractional differential equation in-itial value problems, which has weak singularity at the initial time, the third order predictor- cor-rector method of Nguyen and Jang on uniform grids is extended to non-uniform grids. Compared with the existing predictor-corrector methods in the literature, this new method reduces the com-putation cost and significantly improves the numerical accuracy. In addition, numerical examples show that the convergence order of errors is greater than the third order when appropriate mesh parameters are selected.
文章引用:李一丹. 基于非均匀网格的预测校正法求解非线性分数阶常微分方程初值问题[J]. 应用数学进展, 2023, 12(12): 4907-4913. https://doi.org/10.12677/AAM.2023.1212483

参考文献

[1] Liu, Y., Du, Y., Li, H., He, S. and Gao, W. (2015) Finite Difference/Finite Element Method for a Nonlinear Time- Frac-tional Fourth-Order Reaction-Diffusion Problem. Computers & Mathematics with Applications, 70, 573-591. [Google Scholar] [CrossRef
[2] Shi, D. and Yang, H. (2018) Superconvergence Analysis of a New Low Order Nonconforming MFEM for Time-Fractional Diffusion Equation. Applied Numerical Mathematics, 131, 109-122. [Google Scholar] [CrossRef
[3] Deng, W., Li, C. and Guo, Q. (2007) Analysis of Fractional Differential Equations with Multi-Orders. Fractals, 15, 173-182. [Google Scholar] [CrossRef
[4] Liu, Y. and Xu, C. (2007) Finite Difference/Spectral Approxi-mations for the Time-Fractional Diffusion Equation. Journal of Computational Physics, 225, 1533-1552. [Google Scholar] [CrossRef
[5] Yue, X., Shu, S., Xu, X., Bu, W. and Pan, K. (2019) Paral-lel-in-Time Multigrid for Space-Time Finite Element Approximations of Two-Dimensional Space-Fractional Diffusion Equation. Computers & Mathematics with Applications, 78, 3471-3484. [Google Scholar] [CrossRef
[6] Zheng, M., Liu, F., Liu, Q., Burrage, K. and Simpson, M.J. (2017) Numerical Solution of the Time Fractional Reaction- Diffusion Equation with a Moving Boundary. Journal of Computational Physics, 338, 493-510. [Google Scholar] [CrossRef
[7] Liu, Y., Yu, Z., Li, H., Liu, F. and Wang, J. (2018) Time Two-Mesh Algorithm Comblined with Finite Element Method for Time Fractional Water Wave Model. International Journal of Heat and Mass Transfer, 120, 1132-1145. [Google Scholar] [CrossRef
[8] Liu, Y., Du, Y., Li, H. and Wang, J. (2016) A Two-Grid Finite Element Approximation for a Nonlinear Time-Fractional Cabel Equation. Nonlinear Dynamics, 85, 2535-2548. [Google Scholar] [CrossRef
[9] Yin, B., Liu, Y., Li, H. and He, S. (2019) Fast Algo-rithm Based on TT-M FE System for Space Fractional Allen-Cahn Equations with Smooth and Non-Smooth Solution. Journal of Computational Physics, 379, 351-372. [Google Scholar] [CrossRef
[10] Bu, W., Tang, Y., Wu, Y. and Yang, J. (2015) Finite Differ-ence/Finite Element Method for Two Dimensional Space and Time Fractional Bloch-Torrey Equations. Journal of Com-putational Physics, 293, 264-279. [Google Scholar] [CrossRef
[11] Yang, Z., Liu, F., Nie, Y. and Turner, I. (2020) An Unstructured Mesh Finite Difference /Finite Element Method for the Three-Dimensional Time-Space Fractional Bloch-Torrey Equa-tions on Irregular Domain. Journal of Computational Physics, 408, Article ID: 109284. [Google Scholar] [CrossRef
[12] Ding, H. and Li, C. (2013) Numerical Algorithms for the Fractional Diffusion-Wave Equation with Reaction Term. Abstract and Applied Analysis, 2013, Article ID: 493406. [Google Scholar] [CrossRef
[13] Luo, Z. and Wang, H. (2020) A Highly Efficient Reduced-Order Extrap-olated Finite Difference Algorithm for Time-Space Tempered Fractional Diffusion-Wave Equation. Applied Mathematics Letters, 102, Article ID: 106090. [Google Scholar] [CrossRef
[14] Sun, Z. and Wu, X. (2006) A Fully Discrete Difference Scheme for a Diffusion-Wave System. Applied Numerical Mathematics, 56, 193-209. [Google Scholar] [CrossRef
[15] Liu, L., Xu, D. and Luo, M. (2013) Alternating Direction Implic-it Galerkin Finite Element Method for Two-Dimensional Fractional Diffusion-Wave Equation. Journal of Computational Physics, 255, 471-485. [Google Scholar] [CrossRef
[16] Jin, B.T., Lazarov, R. and Zhou, Z. (2016) Two Fully Discrete Schemes for Fractional Diffusion-Wave Equations with Nonsmooth Date. SIAM Journal on Scientific Computing, 38, A146-A170. [Google Scholar] [CrossRef
[17] Stynes, M., O’Riordan, E. and Gracia, J.L. (2017) Error Analysis of a Finite Difference Method on Graded Meshes for a Time-Fractional Diffusion Equation. SIAM Journal on Numerical Analysis, 55, 1057-1079. [Google Scholar] [CrossRef
[18] Diethelm, K. and Freed, A.D. (1999) The Fracpece Subroutine for the Numerical Solution of Differential Equations of Fractional Order. Forschung und wissenschaftliches Rechnen, Göttingen, 57-71.
[19] Diethelm, K., Ford, N.J. and Freed, A.D. (2002) A Predictor-Corrector Approach for the Numerical Solu-tion of Fractional Differential Equations. Nonlinear Dynamics, 29, 3-22. [Google Scholar] [CrossRef
[20] Diethelm, K. and Ford, N.J. (2022) Analysis of Fractional Differ-ential Equations. Journal of Mathematical Analysis and Applications, 265, 229-248. [Google Scholar] [CrossRef
[21] Diethelm, K., Ford, N.J. and Freed, A.D. (2004) Detailed Error Anal-ysis for a Fractional Adams Method. Numerical Algorithms, 36, 31-52. [Google Scholar] [CrossRef
[22] Liu, Y.Z., Roberts, J. and Yan, Y.B. (2018) A Note on Finite Difference Methods for Nonlinear Fractional Differential Equations with Non-Uniform Meshes. International Journal of Computer Mathematics, 95, 1151-1169. [Google Scholar] [CrossRef
[23] Zhou, Y., Li, C. and Stynes, M. (2022) A Fast Sec-ond-Order Predictor-Corrector Method for a Nonlinear Time-Fractional Benjamin-Bona-Mahony-Burgers Equation. Numerical Algorithms. [Google Scholar] [CrossRef
[24] Capobianco, G., Conte, D., Del Prete, I. and Russo, E. (2007) Fast RungeKutta Methods for Nonlinear Convolution Systems of Voterra Integral Equations. BIT Numerical Mathematics, 47, 259-275. [Google Scholar] [CrossRef
[25] Conte, D. and Prete, I.D. (2006) Fast Collocation Methods for Volterra Integral Equations of Convolution Type. Journal of Computational and Applied Mathematics, 196, 652-663. [Google Scholar] [CrossRef