A Novel Numerical Approach to Time-Fractional Parabolic Equations with Nonsmooth Solutions

A Novel Numerical Approach to Time-Fractional Parabolic Equations with Nonsmooth Solutions

Year:    2021

Author:    Chengda Wu, Dongfang Li, Weiwei Sun, Chengda Wu

Numerical Mathematics: Theory, Methods and Applications, Vol. 14 (2021), Iss. 2 : pp. 355–376

Abstract

This paper is concerned with numerical solutions of time-fractional parabolic equations. Due to the Caputo time derivative being involved, the solutions of equations are usually singular near the initial time $t = 0$ even for a smooth setting. Based on a simple change of variable $s = t^β$, an equivalent $s$-fractional differential equation is derived and analyzed. Two types of finite difference methods based on linear and quadratic approximations in the $s$-direction are presented, respectively, for solving the $s$-fractional differential equation. We show that the method based on the linear approximation provides the optimal accuracy $\mathcal{O}(N ^{−(2−α)})$ where $N$ is the number of grid points in temporal direction. Numerical examples for both linear and nonlinear fractional equations are presented in comparison with $L1$ methods on uniform meshes and graded meshes, respectively. Our numerical results show clearly the accuracy and efficiency of the proposed methods.

You do not have full access to this article.

Already a Subscriber? Sign in as an individual or via your institution

Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/nmtma.OA-2020-0129

Numerical Mathematics: Theory, Methods and Applications, Vol. 14 (2021), Iss. 2 : pp. 355–376

Published online:    2021-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    22

Keywords:    Time-fractional differential equations nonsmooth solution finite difference methods $L1$ approximation.

Author Details

Chengda Wu

Dongfang Li

Weiwei Sun

Chengda Wu

  1. A Linearized Compact ADI Scheme for Semilinear Parabolic Problems with Distributed Delay

    Qin, Hongyu | Wu, Fengyan | Zhang, Jiwei | Mu, Chunlai

    Journal of Scientific Computing, Vol. 87 (2021), Iss. 1

    https://doi.org/10.1007/s10915-021-01441-y [Citations: 6]
  2. Solvability and convergence analysis of a transformed L1 finite difference scheme for TFMBE models without slope selection

    Li, Min | Zhou, Boya | Zhang, Menghan | Gu, Wei

    Journal of Difference Equations and Applications, Vol. 30 (2024), Iss. 3 P.361

    https://doi.org/10.1080/10236198.2023.2290510 [Citations: 0]
  3. Novel spectral schemes to fractional problems with nonsmooth solutions

    Atta, Ahmed G. | Abd‐Elhameed, Waleed M. | Moatimid, Galal M. | Youssri, Youssri H.

    Mathematical Methods in the Applied Sciences, Vol. 46 (2023), Iss. 13 P.14745

    https://doi.org/10.1002/mma.9343 [Citations: 8]
  4. A transformed L1 method for solving the multi-term time-fractional diffusion problem

    She, Mianfu | Li, Dongfang | Sun, Hai-wei

    Mathematics and Computers in Simulation, Vol. 193 (2022), Iss. P.584

    https://doi.org/10.1016/j.matcom.2021.11.005 [Citations: 20]
  5. Pointwise-in-time error analysis of the corrected L1 scheme for a time-fractional sine-Gordon equation

    Huang, Chaobao | An, Na | Yu, Xijun | Chen, Hu

    Communications in Nonlinear Science and Numerical Simulation, Vol. 140 (2025), Iss. P.108370

    https://doi.org/10.1016/j.cnsns.2024.108370 [Citations: 0]
  6. Linearized transformed L1 finite element methods for semi-linear time-fractional parabolic problems

    Han, Yuxin | Huang, Xin | Gu, Wei | Zheng, Bolong

    Applied Mathematics and Computation, Vol. 458 (2023), Iss. P.128242

    https://doi.org/10.1016/j.amc.2023.128242 [Citations: 0]
  7. Unconditionally optimal H1-error estimate of a fast nonuniform L2-1σ scheme for nonlinear subdiffusion equations

    Liu, Nan | Chen, Yanping | Zhang, Jiwei | Zhao, Yanmin

    Numerical Algorithms, Vol. 92 (2023), Iss. 3 P.1655

    https://doi.org/10.1007/s11075-022-01359-y [Citations: 10]
  8. Temporal second-order fully discrete two-grid methods for nonlinear time-fractional variable coefficient diffusion-wave equations

    Tan, Zhijun | Zeng, Yunhua

    Applied Mathematics and Computation, Vol. 466 (2024), Iss. P.128457

    https://doi.org/10.1016/j.amc.2023.128457 [Citations: 1]
  9. Unconditional error analysis of the linearized transformed L1 virtual element method for nonlinear coupled time-fractional Schrödinger equations

    Chen, Yanping | Guo, Jixiao

    Journal of Computational and Applied Mathematics, Vol. 457 (2025), Iss. P.116283

    https://doi.org/10.1016/j.cam.2024.116283 [Citations: 0]
  10. A Fast High-Order Predictor–Corrector Method on Graded Meshes for Solving Fractional Differential Equations

    Su, Xinxin | Zhou, Yongtao

    Fractal and Fractional, Vol. 6 (2022), Iss. 9 P.516

    https://doi.org/10.3390/fractalfract6090516 [Citations: 4]
  11. A Novel High-Order Finite-Difference Method for the Time-Fractional Diffusion Equation with Smooth/Nonsmooth Solutions

    Ramezani, Mohadese | Mokhtari, Reza

    Bulletin of the Iranian Mathematical Society, Vol. 48 (2022), Iss. 6 P.3987

    https://doi.org/10.1007/s41980-022-00729-5 [Citations: 0]
  12. Fractional Crank-Nicolson-Galerkin Finite Element Methods for Nonlinear Time Fractional Parabolic Problems with Time Delay

    Li, Lili | She, Mianfu | Niu, Yuanling | Zhang, Qifeng

    Journal of Function Spaces, Vol. 2021 (2021), Iss. P.1

    https://doi.org/10.1155/2021/9981211 [Citations: 4]
  13. A Novel Technique for Solving the Nonlinear Fractional-Order Smoking Model

    Mohammed Djaouti, Abdelhamid | Khan, Zareen A. | Imran Liaqat, Muhammad | Al-Quran, Ashraf

    Fractal and Fractional, Vol. 8 (2024), Iss. 5 P.286

    https://doi.org/10.3390/fractalfract8050286 [Citations: 3]
  14. An improved Euler method for time fractional nonlinear subdiffusion equations with initial singularity

    Lv, Junlan | Huang, Jianfei | Arshad, Sadia

    Journal of Mathematical Chemistry, Vol. (2024), Iss.

    https://doi.org/10.1007/s10910-024-01693-7 [Citations: 0]
  15. Asymptotic Stability of Nonlinear Discrete Fractional Pantograph Equations with Non-Local Initial Conditions

    Alzabut, Jehad | Selvam, A. George Maria | El-Nabulsi, Rami A. | Dhakshinamoorthy, Vignesh | Samei, Mohammad E.

    Symmetry, Vol. 13 (2021), Iss. 3 P.473

    https://doi.org/10.3390/sym13030473 [Citations: 55]
  16. Numerical simulation for time-fractional diffusion-wave equations with time delay

    Zhang, Yaoyao | Wang, Zhibo

    Journal of Applied Mathematics and Computing, Vol. 69 (2023), Iss. 1 P.137

    https://doi.org/10.1007/s12190-022-01739-6 [Citations: 9]
  17. An accurate and efficient space-time Galerkin spectral method for the subdiffusion equation

    Zeng, Wei | Xu, Chuanju

    Science China Mathematics, Vol. 67 (2024), Iss. 10 P.2387

    https://doi.org/10.1007/s11425-022-2094-x [Citations: 1]
  18. A High-Order Discrete Energy Decay and Maximum-Principle Preserving Scheme for Time Fractional Allen–Cahn Equation

    Zhang, Guoyu | Huang, Chengming | Alikhanov, Anatoly A. | Yin, Baoli

    Journal of Scientific Computing, Vol. 96 (2023), Iss. 2

    https://doi.org/10.1007/s10915-023-02263-w [Citations: 3]
  19. A Second-Order Time Discretization for Second Kind Volterra Integral Equations with Non-Smooth Solutions

    Zhou, Boya | Cheng, Xiujun

    Mathematics, Vol. 11 (2023), Iss. 12 P.2594

    https://doi.org/10.3390/math11122594 [Citations: 0]
  20. Nonuniform Alikhanov Linearized Galerkin Finite Element Methods for Nonlinear Time-Fractional Parabolic Equations

    Zhou, Boya | Chen, Xiaoli | Li, Dongfang

    Journal of Scientific Computing, Vol. 85 (2020), Iss. 2

    https://doi.org/10.1007/s10915-020-01350-6 [Citations: 38]
  21. A novel numerical scheme for a time fractional Black–Scholes equation

    She, Mianfu | Li, Lili | Tang, Renxuan | Li, Dongfang

    Journal of Applied Mathematics and Computing, Vol. 66 (2021), Iss. 1-2 P.853

    https://doi.org/10.1007/s12190-020-01467-9 [Citations: 10]
  22. Parameter Estimation for a Type of Fractional Diffusion Equation Based on Compact Difference Scheme

    Gu, Wei | Wei, Fang | Li, Min

    Symmetry, Vol. 14 (2022), Iss. 3 P.560

    https://doi.org/10.3390/sym14030560 [Citations: 4]
  23. A computational study of time-fractional gas dynamics models by means of conformable finite difference method

    Yousif, Majeed A. | Guirao, Juan L. G. | Mohammed, Pshtiwan Othman | Chorfi, Nejmeddine | Baleanu, Dumitru

    AIMS Mathematics, Vol. 9 (2024), Iss. 7 P.19843

    https://doi.org/10.3934/math.2024969 [Citations: 3]
  24. Sharp Error Analysis for Averaging Crank-Nicolson Schemes with Corrections for Subdiffusion with Nonsmooth Solutions

    Yin, Baoli | Liu, Yang | Li, Hong

    Communications on Applied Mathematics and Computation, Vol. (2024), Iss.

    https://doi.org/10.1007/s42967-024-00401-1 [Citations: 0]
  25. A second-order scheme with nonuniform time grids for Caputo–Hadamard fractional sub-diffusion equations

    Wang, Zhibo | Ou, Caixia | Vong, Seakweng

    Journal of Computational and Applied Mathematics, Vol. 414 (2022), Iss. P.114448

    https://doi.org/10.1016/j.cam.2022.114448 [Citations: 23]
  26. Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2020+1

    A Novel Spectral Method for the Subdiffusion Equation

    Xu, Chuanju | Zeng, Wei

    2023

    https://doi.org/10.1007/978-3-031-20432-6_3 [Citations: 0]
  27. Fourth-Order Numerical Solutions for a Fuzzy Time-Fractional Convection–Diffusion Equation under Caputo Generalized Hukuhara Derivative

    Zureigat, Hamzeh | Al-Smadi, Mohammed | Al-Khateeb, Areen | Al-Omari, Shrideh | Alhazmi, Sharifah E.

    Fractal and Fractional, Vol. 7 (2022), Iss. 1 P.47

    https://doi.org/10.3390/fractalfract7010047 [Citations: 12]
  28. Optimal error analysis of the Alikhanov formula for a time-fractional Schrödinger equation

    Zhao, Guoye | An, Na | Huang, Chaobao

    Journal of Applied Mathematics and Computing, Vol. 69 (2023), Iss. 1 P.159

    https://doi.org/10.1007/s12190-022-01733-y [Citations: 6]
  29. Linearized fast time-stepping schemes for time–space fractional Schrödinger equations

    Yuan, Wanqiu | Zhang, Chengjian | Li, Dongfang

    Physica D: Nonlinear Phenomena, Vol. 454 (2023), Iss. P.133865

    https://doi.org/10.1016/j.physd.2023.133865 [Citations: 16]
  30. Unconditionally convergent and superconvergent finite element method for nonlinear time-fractional parabolic equations with distributed delay

    Peng, Shanshan | Li, Meng | Zhao, Yanmin | Liu, Fawang | Cao, Fangfang

    Numerical Algorithms, Vol. 95 (2024), Iss. 4 P.1643

    https://doi.org/10.1007/s11075-023-01624-8 [Citations: 0]
  31. Landweber iteration method for simultaneous inversion of the source term and initial data in a time-fractional diffusion equation

    Wen, Jin | Liu, Zhuan-Xia | Yue, Chong-Wang | Wang, Shi-Juan

    Journal of Applied Mathematics and Computing, Vol. 68 (2022), Iss. 5 P.3219

    https://doi.org/10.1007/s12190-021-01656-0 [Citations: 15]
  32. Numerical solutions for nonlinear multi-term fractional differential equations via Dickson operational matrix

    Nagy, A. M.

    International Journal of Computer Mathematics, Vol. 99 (2022), Iss. 7 P.1505

    https://doi.org/10.1080/00207160.2021.1986214 [Citations: 3]
  33. Error estimate of a transformed L1 scheme for a multi-term time-fractional diffusion equation by using discrete comparison principle

    Zhou, Yongtao | Li, Mingzhu

    Mathematics and Computers in Simulation, Vol. 217 (2024), Iss. P.395

    https://doi.org/10.1016/j.matcom.2023.11.010 [Citations: 2]
  34. Two-grid finite element methods for nonlinear time fractional variable coefficient diffusion equations

    Zeng, Yunhua | Tan, Zhijun

    Applied Mathematics and Computation, Vol. 434 (2022), Iss. P.127408

    https://doi.org/10.1016/j.amc.2022.127408 [Citations: 3]
  35. Study of time fractional order problems with proportional delay and controllability term via fixed point approach

    Sher, Muhammad | Shah, Kamal | Khan, Zareen A.

    AIMS Mathematics, Vol. 6 (2021), Iss. 5 P.5387

    https://doi.org/10.3934/math.2021317 [Citations: 5]
  36. A fully discrete spectral scheme for time fractional Cahn-Hilliard equation with initial singularity

    Chen, Li | Lü, Shujuan

    Computers & Mathematics with Applications, Vol. 127 (2022), Iss. P.213

    https://doi.org/10.1016/j.camwa.2022.10.015 [Citations: 1]
  37. An energy-stable variable-step L1 scheme for time-fractional Navier–Stokes equations

    Gao, Ruimin | Li, Dongfang | Li, Yaoda | Yin, Yajun

    Physica D: Nonlinear Phenomena, Vol. 467 (2024), Iss. P.134264

    https://doi.org/10.1016/j.physd.2024.134264 [Citations: 3]
  38. Error Estimates of a Symmetric Spectral Method for a Linear Volterra Integral Equation

    Wu, Danna | Zheng, Weishan | Chen, Yanfeng

    Symmetry, Vol. 15 (2022), Iss. 1 P.60

    https://doi.org/10.3390/sym15010060 [Citations: 0]
  39. A second-order weighted ADI scheme with nonuniform time grids for the two-dimensional time-fractional telegraph equation

    Chen, Lisha | Wang, Zhibo | Vong, Seakweng

    Journal of Applied Mathematics and Computing, Vol. 70 (2024), Iss. 6 P.5777

    https://doi.org/10.1007/s12190-024-02200-6 [Citations: 1]
  40. A Family of Transformed Difference Schemes for Nonlinear Time-Fractional Equations

    Qin, Hongyu | Chen, Xiaoli | Zhou, Boya

    Fractal and Fractional, Vol. 7 (2023), Iss. 1 P.96

    https://doi.org/10.3390/fractalfract7010096 [Citations: 3]
  41. Galerkin finite element method for a two-dimensional tempered time–space fractional diffusion equation with application to a Bloch–Torrey equation retaining Larmor precession

    Feng, Libo | Liu, Fawang | Anh, Vo V.

    Mathematics and Computers in Simulation, Vol. 206 (2023), Iss. P.517

    https://doi.org/10.1016/j.matcom.2022.11.024 [Citations: 3]
  42. A transformed $ L1 $ Legendre-Galerkin spectral method for time fractional Fokker-Planck equations

    Huang, Diandian | Huang, Xin | Qin, Tingting | Zhou, Yongtao

    Networks and Heterogeneous Media, Vol. 18 (2023), Iss. 2 P.799

    https://doi.org/10.3934/nhm.2023034 [Citations: 3]
  43. Mellin transform for fractional integrals with general analytic kernel

    Rashid, Maliha | Kalsoom, Amna | Sager, Maria | Inc, Mustafa | Baleanu, Dumitru | Alshomrani, Ali S.

    AIMS Mathematics, Vol. 7 (2022), Iss. 5 P.9443

    https://doi.org/10.3934/math.2022524 [Citations: 0]
  44. A novel formulation of the fuzzy hybrid transform for dealing nonlinear partial differential equations via fuzzy fractional derivative involving general order

    Alqurashi, M. S. | Rashid, Saima | Kanwal, Bushra | Jarad, Fahd | Elagan, S. K.

    AIMS Mathematics, Vol. 7 (2022), Iss. 8 P.14946

    https://doi.org/10.3934/math.2022819 [Citations: 4]
  45. An optimal estimate for linear reaction subdiffusion equations with Neumann boundary conditions

    Cheng, Xiujun | Xiong, Wenzhuo | Wang, Huiru

    Stochastics and Dynamics, Vol. 23 (2023), Iss. 08

    https://doi.org/10.1142/S021949372340004X [Citations: 0]
  46. Divide-and-Conquer Solver in Tensor-Train Format for d-Dimensional Time-Space Fractional Diffusion Equations

    Huang, Yun-Chi | Chou, Lot-Kei | Lei, Siu-Long

    Journal of Scientific Computing, Vol. 96 (2023), Iss. 1

    https://doi.org/10.1007/s10915-023-02259-6 [Citations: 0]
  47. On high order numerical schemes for fractional differential equations by block-by-block approach

    Li, Lili | Zhao, Dan | She, Mianfu | Chen, Xiaoli

    Applied Mathematics and Computation, Vol. 425 (2022), Iss. P.127098

    https://doi.org/10.1016/j.amc.2022.127098 [Citations: 1]
  48. Fitted schemes for Caputo-Hadamard fractional differential equations

    Ou, Caixia | Cen, Dakang | Wang, Zhibo | Vong, Seakweng

    Numerical Algorithms, Vol. 97 (2024), Iss. 1 P.135

    https://doi.org/10.1007/s11075-023-01696-6 [Citations: 7]
  49. Efficient approach to solve time fractional Kardar–Parisi–Zhang equation on unbounded domains

    Wu, Yuchen | Li, Hongwei

    Applied Mathematics Letters, Vol. 129 (2022), Iss. P.107967

    https://doi.org/10.1016/j.aml.2022.107967 [Citations: 0]
  50. Second-order non-uniform and fast two-grid finite element methods for non-linear time-fractional mobile/immobile equations with weak regularity

    Tan, Zhijun

    Applied Mathematics and Computation, Vol. 486 (2025), Iss. P.129043

    https://doi.org/10.1016/j.amc.2024.129043 [Citations: 0]