Skip to main content
Top
Published in: BIT Numerical Mathematics 2/2022

19-08-2021

Efficient shifted fractional trapezoidal rule for subdiffusion problems with nonsmooth solutions on uniform meshes

Authors: Baoli Yin, Yang Liu, Hong Li, Zhimin Zhang

Published in: BIT Numerical Mathematics | Issue 2/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This article devotes to developing robust and simple correction techniques with efficient algorithms for a class of second-order time stepping methods, namely the shifted fractional trapezoidal rule (SFTR), for subdiffusion problems to resolve the initial singularity and nonlocality. The stability analysis and sharp error estimates in terms of the smoothness of the initial data and source term are presented. As a byproduct in numerical tests, we find amazingly that the Crank–Nicolson scheme (\(\theta =\frac{1}{2}\)) without initial corrections can restore the optimal convergence rate for the subdiffusion problem with smooth initial data and source terms. To deal with the nonlocality, fast algorithms are considered to reduce the computational cost from \(O(N^2)\) to \(O(N \log N)\) and save the memory storage from O(N) to \(O(\log N)\), where N denotes the number of time levels. Numerical tests are performed to verify the sharpness of the theoretical results and confirm the efficiency and accuracy of initial corrections and the fast algorithms.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Akrivis, G., Li, B., Lubich, C.: Combining maximal regularity and energy estimates for time discretizations of quasilinear parabolic equations. Math. Comput. 86, 1527–1552 (2017)MathSciNetCrossRef Akrivis, G., Li, B., Lubich, C.: Combining maximal regularity and energy estimates for time discretizations of quasilinear parabolic equations. Math. Comput. 86, 1527–1552 (2017)MathSciNetCrossRef
2.
go back to reference Alikhanov, A.: A new difference scheme for the time fractional diffusion equation. J. Comput. Phys. 280, 424–438 (2015)MathSciNetCrossRef Alikhanov, A.: A new difference scheme for the time fractional diffusion equation. J. Comput. Phys. 280, 424–438 (2015)MathSciNetCrossRef
3.
go back to reference Baffet, D., Hesthaven, J.S.: A kernel compression scheme for fractional differential equations. SIAM J. Numer. Anal. 55, 496–520 (2017)MathSciNetCrossRef Baffet, D., Hesthaven, J.S.: A kernel compression scheme for fractional differential equations. SIAM J. Numer. Anal. 55, 496–520 (2017)MathSciNetCrossRef
4.
go back to reference Chen, H., Stynes, M.: Blow-up of error estimates in time-fractional initial-boundary value problems. IMA J. Numer. Anal. 00, 1–24 (2020) Chen, H., Stynes, M.: Blow-up of error estimates in time-fractional initial-boundary value problems. IMA J. Numer. Anal. 00, 1–24 (2020)
5.
go back to reference Cuesta, E., Lubich, C., Palencia, C.: Convolution quadrature time discretization of fractional diffusion-wave equations. Math. Comput. 75, 673–696 (2006)MathSciNetCrossRef Cuesta, E., Lubich, C., Palencia, C.: Convolution quadrature time discretization of fractional diffusion-wave equations. Math. Comput. 75, 673–696 (2006)MathSciNetCrossRef
6.
go back to reference Ding, H., Li, C., Yi, Q.: A new second-order midpoint approximation formula for Riemann-Liouville derivative: algorithm and its application. IMA J. Appl. Math. 82, 909–944 (2017)MathSciNetCrossRef Ding, H., Li, C., Yi, Q.: A new second-order midpoint approximation formula for Riemann-Liouville derivative: algorithm and its application. IMA J. Appl. Math. 82, 909–944 (2017)MathSciNetCrossRef
7.
go back to reference Diethelm, K.: An algorithm for the numerical solution of differential equations of fractional order. Electron. Trans. Numer. Anal. 5, 1–6 (1997)MathSciNetMATH Diethelm, K.: An algorithm for the numerical solution of differential equations of fractional order. Electron. Trans. Numer. Anal. 5, 1–6 (1997)MathSciNetMATH
8.
go back to reference Gao, G., Sun, Z., Zhang, H.: A new fractional numerical differentiation formula to approximate the Caputo fractional derivative and its applications. J. Comput. Phys. 259, 33–50 (2014)MathSciNetCrossRef Gao, G., Sun, Z., Zhang, H.: A new fractional numerical differentiation formula to approximate the Caputo fractional derivative and its applications. J. Comput. Phys. 259, 33–50 (2014)MathSciNetCrossRef
9.
go back to reference Gunzburger, M., Wang, J.: A second-order Crank-Nicolson method for time-fractional PDEs. Int. J. Numer. Anal. Model. 16, 225–239 (2019)MathSciNetMATH Gunzburger, M., Wang, J.: A second-order Crank-Nicolson method for time-fractional PDEs. Int. J. Numer. Anal. Model. 16, 225–239 (2019)MathSciNetMATH
10.
go back to reference Jiang, S., Zhang, J., Zhang, Q., Zhang, Z.: Fast evaluation of the Caputo fractional derivative and its applications to fractional diffusion equations. Commun. Comput. Phys. 21, 650–678 (2017)MathSciNetCrossRef Jiang, S., Zhang, J., Zhang, Q., Zhang, Z.: Fast evaluation of the Caputo fractional derivative and its applications to fractional diffusion equations. Commun. Comput. Phys. 21, 650–678 (2017)MathSciNetCrossRef
11.
go back to reference Jin, B., Li, B., Zhou, Z.: An analysis of the Crank-Nicolson method for subdiffusion. IMA J. Numer. Anal. 38, 518–541 (2018)MathSciNetCrossRef Jin, B., Li, B., Zhou, Z.: An analysis of the Crank-Nicolson method for subdiffusion. IMA J. Numer. Anal. 38, 518–541 (2018)MathSciNetCrossRef
12.
go back to reference Jin, B., Li, B., Zhou, Z.: Correction of high-order BDF convolution quadrature for fractional evolution equations. SIAM J. Sci. Comput. 39, A3129–A3152 (2017)MathSciNetCrossRef Jin, B., Li, B., Zhou, Z.: Correction of high-order BDF convolution quadrature for fractional evolution equations. SIAM J. Sci. Comput. 39, A3129–A3152 (2017)MathSciNetCrossRef
13.
go back to reference Jin, B., Li, B., Zhou, Z.: Discrete maximal regularity of time-stepping schemes for fractional evolution equations. Numer. Math. 138, 101–131 (2018)MathSciNetCrossRef Jin, B., Li, B., Zhou, Z.: Discrete maximal regularity of time-stepping schemes for fractional evolution equations. Numer. Math. 138, 101–131 (2018)MathSciNetCrossRef
14.
go back to reference Jin, B., Li, B., Zhou, Z.: Numerical analysis of nonlinear subdiffusion equations. SIAM J. Numer. Anal. 56, 1–23 (2018)MathSciNetCrossRef Jin, B., Li, B., Zhou, Z.: Numerical analysis of nonlinear subdiffusion equations. SIAM J. Numer. Anal. 56, 1–23 (2018)MathSciNetCrossRef
15.
go back to reference Li, B.: Analyticity, maximal regularity and maximum-norm stability of semi-discrete finite element solutions of parabolic equations in nonconvex polyhedra. Math. Comput. 88, 1–44 (2019)MathSciNetCrossRef Li, B.: Analyticity, maximal regularity and maximum-norm stability of semi-discrete finite element solutions of parabolic equations in nonconvex polyhedra. Math. Comput. 88, 1–44 (2019)MathSciNetCrossRef
16.
go back to reference Li, B.: Maximal regularity of multistep fully discrete finite element methods for parabolic equations. IMA J. Numer. Anal (to appear). arXiv:2005.01408 Li, B.: Maximal regularity of multistep fully discrete finite element methods for parabolic equations. IMA J. Numer. Anal (to appear). arXiv:​2005.​01408
17.
go back to reference Li, B., Ma, S.: A high-order exponential integrator for nonlinear parabolic equations with nonsmooth initial data. J. Sci. Comput. 87, 1–16 (2021)MathSciNetCrossRef Li, B., Ma, S.: A high-order exponential integrator for nonlinear parabolic equations with nonsmooth initial data. J. Sci. Comput. 87, 1–16 (2021)MathSciNetCrossRef
18.
go back to reference Li, C., Cai, M.: High-order approximation to Caputo derivatives and Caputo-type advection-diffusion equations: revisited. Numer. Func. Anal. Opt. 38, 861–890 (2017)MathSciNetCrossRef Li, C., Cai, M.: High-order approximation to Caputo derivatives and Caputo-type advection-diffusion equations: revisited. Numer. Func. Anal. Opt. 38, 861–890 (2017)MathSciNetCrossRef
19.
go back to reference Liao, H., McLean, W., Zhang, J.: A discrete gronwall inequality with applications to numerical schemes for subdiffusion problems. SIAM J. Numer. Anal. 57, 218–237 (2019)MathSciNetCrossRef Liao, H., McLean, W., Zhang, J.: A discrete gronwall inequality with applications to numerical schemes for subdiffusion problems. SIAM J. Numer. Anal. 57, 218–237 (2019)MathSciNetCrossRef
20.
go back to reference Lin, Y., Xu, C.: Finite difference/spectral approximations for the time-fractional diffusion equation. J. Comput. Phys. 225, 1533–1552 (2007)MathSciNetCrossRef Lin, Y., Xu, C.: Finite difference/spectral approximations for the time-fractional diffusion equation. J. Comput. Phys. 225, 1533–1552 (2007)MathSciNetCrossRef
21.
23.
go back to reference Mustapha, K., Mustapha, H.: A second-order accurate numerical method for a semilinear integro-differential equation with a weakly singular kernel. IMA J. Numer. Anal. 30, 555–578 (2010)MathSciNetCrossRef Mustapha, K., Mustapha, H.: A second-order accurate numerical method for a semilinear integro-differential equation with a weakly singular kernel. IMA J. Numer. Anal. 30, 555–578 (2010)MathSciNetCrossRef
24.
go back to reference Oldham, K., Spanier, J.: The fractional calculus theory and applications of differentiation and integration to arbitrary order. Elsevier (1974)MATH Oldham, K., Spanier, J.: The fractional calculus theory and applications of differentiation and integration to arbitrary order. Elsevier (1974)MATH
25.
go back to reference Sakamoto, K., Yamamoto, M.: Initial value/boundary value problems for fractional diffusion-wave equations and applications to some inverse problems. J. Math. Anal. Appl. 382, 426–447 (2011)MathSciNetCrossRef Sakamoto, K., Yamamoto, M.: Initial value/boundary value problems for fractional diffusion-wave equations and applications to some inverse problems. J. Math. Anal. Appl. 382, 426–447 (2011)MathSciNetCrossRef
26.
go back to reference Schädle, A., López-Fernández, M., Lubich, C.: Fast and oblivious convolution quadrature. SIAM J. Sci. Comput. 28, 421–438 (2006)MathSciNetCrossRef Schädle, A., López-Fernández, M., Lubich, C.: Fast and oblivious convolution quadrature. SIAM J. Sci. Comput. 28, 421–438 (2006)MathSciNetCrossRef
27.
28.
go back to reference Stynes, M., O’Riordan, E., Gracia, J.: Error analysis of a finite difference method on graded meshes for a time-fractional diffusion equation. SIAM J. Numer. Anal. 55, 1057–1079 (2017) Stynes, M., O’Riordan, E., Gracia, J.: Error analysis of a finite difference method on graded meshes for a time-fractional diffusion equation. SIAM J. Numer. Anal. 55, 1057–1079 (2017)
29.
go back to reference Sun, Z., Wu, X.: A fully discrete difference scheme for a diffusion-wave system. Appl. Numer. Math. 56, 193–209 (2006)MathSciNetCrossRef Sun, Z., Wu, X.: A fully discrete difference scheme for a diffusion-wave system. Appl. Numer. Math. 56, 193–209 (2006)MathSciNetCrossRef
30.
go back to reference Thomée, V.: Galerkin finite element methods for parabolic problems, 2nd edn. Springer, Berlin (2006)MATH Thomée, V.: Galerkin finite element methods for parabolic problems, 2nd edn. Springer, Berlin (2006)MATH
31.
go back to reference Tian, W., Zhou, H., Deng, W.: A class of second order difference approximations for solving space fractional diffusion equations. Math. Comput. 84, 1703–1727 (2015)MathSciNetCrossRef Tian, W., Zhou, H., Deng, W.: A class of second order difference approximations for solving space fractional diffusion equations. Math. Comput. 84, 1703–1727 (2015)MathSciNetCrossRef
32.
go back to reference Wang, J., Wang, J., Yin, L.: A single-step correction scheme of Crank-Nicolson convolution quadrature for the subdiffusion equation. J. Sci. Comput. 87, 1–18 (2021)MathSciNetCrossRef Wang, J., Wang, J., Yin, L.: A single-step correction scheme of Crank-Nicolson convolution quadrature for the subdiffusion equation. J. Sci. Comput. 87, 1–18 (2021)MathSciNetCrossRef
33.
go back to reference Wang, Y., Yan, Y., Yan, Y., Pani, A.K.: Higher order time stepping methods for subdiffusion problems based on weighted and shifted Grünwald-Letnikov formulae with nonsmooth data. J. Sci. Comput. 83, 1–29 (2020)CrossRef Wang, Y., Yan, Y., Yan, Y., Pani, A.K.: Higher order time stepping methods for subdiffusion problems based on weighted and shifted Grünwald-Letnikov formulae with nonsmooth data. J. Sci. Comput. 83, 1–29 (2020)CrossRef
34.
go back to reference Yan, Y., Khan, M., Ford, N.: An analysis of the modified L1 scheme for time-fractional partial pifferential equations with nonsmooth data. SIAM J. Numer. Anal. 56, 210–227 (2018)MathSciNetCrossRef Yan, Y., Khan, M., Ford, N.: An analysis of the modified L1 scheme for time-fractional partial pifferential equations with nonsmooth data. SIAM J. Numer. Anal. 56, 210–227 (2018)MathSciNetCrossRef
35.
go back to reference Yin, B., Liu, Y., Li, H.: Necessity of introducing non-integer shifted parameters by constructing high accuracy finite difference algorithms for a two-sided space-fractional advection-diffusion model. Appl. Math. Lett. 105, 106347 (2020)MathSciNetCrossRef Yin, B., Liu, Y., Li, H.: Necessity of introducing non-integer shifted parameters by constructing high accuracy finite difference algorithms for a two-sided space-fractional advection-diffusion model. Appl. Math. Lett. 105, 106347 (2020)MathSciNetCrossRef
36.
go back to reference Zeng, F., Li, C., Liu, F., Turner, I.: The use of finite difference/element approaches for solving the time-fractional subdiffusion equation. SIAM J. Sci. Comput. 35, A2976–A3000 (2013)MathSciNetCrossRef Zeng, F., Li, C., Liu, F., Turner, I.: The use of finite difference/element approaches for solving the time-fractional subdiffusion equation. SIAM J. Sci. Comput. 35, A2976–A3000 (2013)MathSciNetCrossRef
37.
go back to reference Zeng, F., Turner, I., Burrage, K., Karniadakis, G.E.: A new class of semi-implicit methods with linear complexity for nonlinear fractional differential equations. SIAM J. Sci. Comput. 40, A2986–A3011 (2018)MathSciNetCrossRef Zeng, F., Turner, I., Burrage, K., Karniadakis, G.E.: A new class of semi-implicit methods with linear complexity for nonlinear fractional differential equations. SIAM J. Sci. Comput. 40, A2986–A3011 (2018)MathSciNetCrossRef
38.
go back to reference Zhang, H., Zeng, F., Jiang, X., Karniadakis, G.E.: Convergence analysis of the time-stepping numerical methods for time-fractional nonlinear subdiffusion equations (2020). arXiv:2007.07015 Zhang, H., Zeng, F., Jiang, X., Karniadakis, G.E.: Convergence analysis of the time-stepping numerical methods for time-fractional nonlinear subdiffusion equations (2020). arXiv:​2007.​07015
Metadata
Title
Efficient shifted fractional trapezoidal rule for subdiffusion problems with nonsmooth solutions on uniform meshes
Authors
Baoli Yin
Yang Liu
Hong Li
Zhimin Zhang
Publication date
19-08-2021
Publisher
Springer Netherlands
Published in
BIT Numerical Mathematics / Issue 2/2022
Print ISSN: 0006-3835
Electronic ISSN: 1572-9125
DOI
https://doi.org/10.1007/s10543-021-00890-z

Other articles of this Issue 2/2022

BIT Numerical Mathematics 2/2022 Go to the issue

Premium Partner