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A high order convergent adaptive numerical method for singularly perturbed nonlinear systems

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Abstract

In this work, we develop a high order convergent adaptive numerical method for a system of first-order singularly perturbed nonlinear differential equations with distinct perturbation parameters. The problem is discretized by a hybrid finite difference scheme for which a posteriori error estimate in the maximum norm is derived. The layer-adapted meshes are generated using equidistribution of the monitor function chosen based on the derived a posteriori error estimate. Numerical results are presented that validate the theory and show the effectiveness of the present numerical method.

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References

  • Amiraliyev G (2005) The convergence of a finite difference method on layer-adapted mesh for a singularly perturbed system. Appl Math Comput 162(3):1023–1034

    MathSciNet  MATH  Google Scholar 

  • Antoulas AC (2005) Approximation of large-scale dynamical systems. SIAM, USA

    Book  Google Scholar 

  • Ascher UM, Mattheij RMM, Russell RD (1994) Numerical solution of boundary value problems for ordinary differential equations, vol 13. SIAM, USA

    MATH  Google Scholar 

  • Atkinson KE (2008) An introduction to numerical analysis. Wiley, New York

    Google Scholar 

  • Boor CD (1973) Good approximation by splines with variable knots, in: spline functions and approximation theory. In: Proceedings of the symposium held at the University of Alberta, Edmonton, Birkhauser, Basel

  • Cen Z, Xu A, Le A (2010) A second-order hybrid finite difference scheme for a system of singularly perturbed initial value problems. J Comput Appl Math 234(12):3445–3457

    Article  MathSciNet  Google Scholar 

  • Chang KW, Howes FA (1984) Nonlinear singular perturbation phenomena. Springer, New York

    Book  Google Scholar 

  • Das P (2015) Comparison of a priori and a posteriori meshes for singularly perturbed nonlinear parameterized problems. J Comput Appl Math 290:16–25

    Article  MathSciNet  Google Scholar 

  • Gajic Z (2001) Optimal control of singularly perturbed linear systems and applications. CRC Press, London

    Book  Google Scholar 

  • Gupta V, Sahoo SK, Dubey RK (2021) Robust higher order finite difference scheme for singularly perturbed turning point problem with two outflow boundary layers. Comput Appl Math 40:179

    Article  MathSciNet  Google Scholar 

  • Huang J, Cen Z, Xu A, Liu L-B (2020) A posteriori error estimation for a singularly perturbed volterra integro-differential equation. Numer Algorithms 83(2):549–563

    Article  MathSciNet  Google Scholar 

  • Huang J, Cen Z, Xu A (2021) An improved a posteriori error estimation for a parameterized singular perturbation problem. Appl Math Lett 114:106912

    Article  MathSciNet  Google Scholar 

  • Kadalbajoo MK, Gupta V (2010) A brief survey on numerical methods for solving singularly perturbed problems. Appl Math Comput 217(8):3641–3716

    MathSciNet  MATH  Google Scholar 

  • Kadalbajoo MK, Patidar KC (2003) Singularly perturbed problems in partial differential equations: a survey. Appl Math Comput 134:371–429

    MathSciNet  MATH  Google Scholar 

  • Kopteva N, Stynes M (2001) A robust adaptive method for a quasi-linear one-dimensional convection–diffusion problem. SIAM J Numer Anal 39(4):1446–1467

    Article  MathSciNet  Google Scholar 

  • Kumar S, Kumar M (2012) Parameter-robust numerical method for a system of singularly perturbed initial value problems. Numer Algorithms 59(2):185–195

    Article  MathSciNet  Google Scholar 

  • Kumar S, Kumar M (2016) Analysis of some numerical methods on layer adapted meshes for singularly perturbed quasilinear systems. Numer Algorithms 71(1):139–150

    Article  MathSciNet  Google Scholar 

  • Kumar S, Kumar S, Sumit (2020) High-order convergent methods for singularly perturbed quasilinear problems with integral boundary conditions. Math Methods Appl Sci. https://doi.org/10.1002/mma.6854

    Article  Google Scholar 

  • Kumar S, Kumar S, Sumit (2021) A posteriori error estimation for quasilinear singularly perturbed problems with integral boundary condition. Numer Algorithms. https://doi.org/10.1007/s11075-021-01134-5

    Article  MATH  Google Scholar 

  • Ladde GS, Lakshmikantham V, Vatsala AS (1985) Monotone iterative techniques for nonlinear differential equations, vol 27. Pitman Publishing, London

    MATH  Google Scholar 

  • Liu L-B, Long G, Cen Z (2020) A robust adaptive grid method for a nonlinear singularly perturbed differential equation with integral boundary condition. Numer Algorithms 83(2):719–739

    Article  MathSciNet  Google Scholar 

  • Meenakshi PM, Valarmathi S, Miller JJH (2010) Solving a partially singularly perturbed initial value problem on shishkin meshes. Appl Math Comput 215(9):3170–3180

    MathSciNet  MATH  Google Scholar 

  • Munyakazi JB, Patidar KC, Sayi MT (2019) A fitted numerical method for parabolic turning point singularly perturbed problems with an interior layer. Numer Methods Partial Differ Equ 35:2407–2422

    Article  MathSciNet  Google Scholar 

  • Podila PC, Kumar K (2020) A new stable finite difference scheme and its convergence for time-delayed singularly perturbed parabolic PDEs. Comput Appl Math 39:140

    Article  MathSciNet  Google Scholar 

  • Raj I, Johnson PM, Miller JJH, Sigamani V (2016) A parameter uniform almost first order convergent numerical method for non-linear system of singularly perturbed differential equations. Biomathematics 5(2):Article ID: 1608111

    MathSciNet  Google Scholar 

  • Ramos H, Vigo-Aguiar J (2008) A new algorithm appropriate for solving singular and singularly perturbed autonomous initial-value problems. Int J Comput Math 85(3–4):603–611

    Article  MathSciNet  Google Scholar 

  • Rao SCS, Kumar S (2012) Second order global uniformly convergent numerical method for a coupled system of singularly perturbed initial value problems. Appl Math Comput 219(8):3740–3753

    MathSciNet  MATH  Google Scholar 

  • Roos H-G, Stynes M, Tobiska L (2008) Robust numerical methods for singularly perturbed differential equations: convection-diffusion-reaction and flow problems, vol 24. Springer, Berlin

    MATH  Google Scholar 

  • Saksena V, O’Reilly J, Kokotovic P (1984) Singular perturbations and time-scale methods in control theory: survey 1976–1983. Automatica 20(3):273–293

    Article  MathSciNet  Google Scholar 

  • Sumit, Kumar S, Vigo-Aguiar J (2021) Analysis of a nonlinear singularly perturbed volterra integro-differential equation. J Comput Appl Math. https://doi.org/10.1016/j.cam.2021.113410

  • Varga RS (1962) Iterative analysis. Springer, Berlin

    MATH  Google Scholar 

  • Xu X, Mathur R, Jiang J, Rogers G, Kundur P (1998) Modeling of generators and their controls in power system simulations using singular perturbations. IEEE Trans Power Syst 13(1):109–114

    Article  Google Scholar 

  • Xu X, Huang W, Russell RD, Williams JF (2011) Convergence of de boor’s algorithm for the generation of equidistributing meshes. IMA J Numer Anal 31(2):580–596

    Article  MathSciNet  Google Scholar 

  • Zhang Y, Naidu DS, Cai C, Zou Y (2014) Singular perturbations and time scales in control theories and applications: an overview 2002–2012. Int J Inf Syst Sci 9(1):1–36

    Google Scholar 

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Correspondence to Sumit.

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Communicated by Jose Alberto Cuminato.

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Sumit, Kumar, S. & Kumar, S. A high order convergent adaptive numerical method for singularly perturbed nonlinear systems. Comp. Appl. Math. 41, 83 (2022). https://doi.org/10.1007/s40314-022-01788-4

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