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A high-order compact difference method for time fractional Fokker–Planck equations with variable coefficients

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Abstract

A high-order compact finite difference method is proposed for time fractional Fokker–Planck equations with variable convection coefficients. This method leads to a very simple and yet efficient compact finite difference scheme with high-order accuracy. It is also very convenient for us to give the corresponding analysis of stability and convergence using a discrete energy method. The proposed method is unconditionally stable and convergent with the convergence order \(\mathcal{O}(\tau ^{2}+h^{4})\), where \(\tau \) and h are the step sizes in time and space, respectively. Thus, it improves the convergence order of some recently developed methods. Numerical results confirm the theoretical analysis and demonstrate the high efficiency of this novel method.

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References

  • Alikhanov AA (2015) A new difference scheme for the time fractional diffusion equation. J Comput Phys 280:424–438

    Article  MathSciNet  Google Scholar 

  • Chen S, Liu F, Zhuang P, Anh V (2009) Finite difference approximations for the fractional Fokker–Planck equation. Appl Math Model 33:256–273

    Article  MathSciNet  Google Scholar 

  • Cui M (2014) A high-order compact exponential scheme for the fractional convection–diffusion equation. J Comput Appl Math 255:404–416

    Article  MathSciNet  Google Scholar 

  • Deng K, Deng W (2012) Finite difference/predictor-corrector approximations for the space and time fractional Fokker–Planck equation. Appl Math Lett 25:1815–1821

    Article  MathSciNet  Google Scholar 

  • Deng W (2007) Numerical algorithm for the time fractional Fokker–Planck equation. J Comput Phys 227:1510–1522

    Article  MathSciNet  Google Scholar 

  • Deng W (2008) Finite element method for the space and time fractional Fokker–Planck equation. SIAM J Numer Anal 47:204–226

    Article  MathSciNet  Google Scholar 

  • Jiang Y (2015) A new analysis of stability and convergence for finite difference schemes solving the time fractional Fokker–Planck equation. Appl Math Model 39:1163–1171

    Article  MathSciNet  Google Scholar 

  • Metzler R, Barkai E, Klafter J (1999) Anomalous diffusion and relaxation close to thermal equilibrium: a fractional Fokker–Planck equation approach. Phys Rev Lett 82:3563–3567

    Article  Google Scholar 

  • Metzler R, Klafter J (2001) Lévy meets Boltzmann: strange initial conditions for Brownian and fractional Fokker–Planck equations. Phys A 302:290–296

    Article  MathSciNet  Google Scholar 

  • Mohebbi A, Abbaszadeh M (2013) Compact finite difference scheme for the solution of time fractional advection–dispersion equation. Numer Algorithm 63:431–452

    Article  MathSciNet  Google Scholar 

  • So F, Liu KL (2004) A study of the subdiffusive fractional Fokker–Planck equation of bistable systems. Phys A 331:378–390

    Article  MathSciNet  Google Scholar 

  • Sokolov IM, Blumen A, Klafter J (2001) Linear response in complex systems: CTRW and the fractional Fokker–Planck equations. Phys A 302:268–278

    Article  Google Scholar 

  • Varga RS (2000) Matrix iterative analysis, 2nd edn. Springer, Berlin

    Book  Google Scholar 

  • Vong S, Wang Z (2015) A high order compact finite difference scheme for time fractional Fokker–Planck equations. Appl Math Lett 43:38–43

    Article  MathSciNet  Google Scholar 

  • Wang Z, Vong S (2014) Compact difference schemes for the modified anomalous fractional sub-diffusion equation and the fractional diffusion-wave equation. J Comput Phys 277:1–15

    Article  MathSciNet  Google Scholar 

  • Zhang YN, Sun ZZ, Wu HW (2011) Error estimates of Crank–Nicolson-type difference schemes for the subdiffusion equation. SIAM J Numer Anal 49:2302–2322

    Article  MathSciNet  Google Scholar 

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Acknowledgements

The authors would like to thank the referees for their valuable comments and suggestions which improved the presentation of this paper.

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Correspondence to Lei Ren.

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Communicated by José Tenreiro Machado.

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This work was supported in part by National Natural Science Foundation of China (No. 11401363)

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Ren, L., Liu, L. A high-order compact difference method for time fractional Fokker–Planck equations with variable coefficients. Comp. Appl. Math. 38, 101 (2019). https://doi.org/10.1007/s40314-019-0865-x

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  • DOI: https://doi.org/10.1007/s40314-019-0865-x

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