Abstract
An accurate and hybrid matrix technique is proposed for numerical treatments of a class of nonlinear parabolic PDEs occurring in the modeling of oil pollution in water. Using the Taylor series formula, the time variable is discretized, which converts the nonlinear model into a sequence of linearized problems continuous with respect to spatial variable. Then, a spectral collocation procedure based on novel shifted Morgan-Voyce (SMV) is applied to solve the resulting discretized equation at each time step yielding a linear algebraic system of equations. A rigorous error analysis shows that the proposed approach is uniformly convergent of order \(\mathcal {O}(\Delta \tau ^2+N^{-2})\), where \(\Delta \tau \) is the time step and N is the number of SMV basis. Three test examples including Allen–Cahn and Newell–Whitehead equations are provided to demonstrate the accuracy and efficiency of the presented hybrid collocation algorithm. The validation of the proposed approach is shown by comparison with available existing numerical solutions.







Similar content being viewed by others
References
Adel W, Bişer KE, Sezer M (2021) A novel numerical approach for simulating the nonlinear MHD Jeffery–Hamel flow problem. Int J Appl Comput Math 7:74
Ahmad H, Seadawy AR, Khan TA, Thounthong P (2020) Analytic approximate solutions for some nonlinear parabolic dynamical wave equations. J Taibah Univ Sci 14(1):346–358
Ahmad H, Khan TA, Durur H, Ismail GM, Yokus A (2021) Analytic approximate solutions of diffusion equations arising in oil pollution. J Ocean Eng Sci 6(1):62–69
Ahmadinia M, Safari Z (2020) Analysis of local discontinuous Galerkin method for time-space fractional sine-Gordon equations. Appl Numer Math 148:1–17
André-Jeannin R (1994) A Generalization of Morgan-Voyce polynomials. Fibonacci Q 32:228–231
Atouani N, Ouali Y, Omrani K (2018) Mixed finite element methods for the Rosenau equation. J Appl Math Comput 57:393–420
Azizipour G, Shahmorad SA (2021) A new Tau-collocation method with fractional basis for solving weakly singular delay Volterra integro-differential equations. J Appl Math Comput. https://doi.org/10.1007/s12190-021-01626-6
Bira B, Raja Sekhar T, Zeidan D (2018) Exact solutions for some time-fractional evolution equations using Lie group theory. Math Methods Appl Sci 41(16):6717–6725
Bira B, Mandal H, Zeidan D (2019) Exact solution of the time fractional variant Boussinesq–Burgers equations. Appl Math 66:437–449
Buranay SC, Arshad N (2020) Hexagonal grid approximation of the solution of heat equation on special polygons. Adv Differ Equ 2020:309
Buranay SC, Arshad N, Matan AH (2021) Hexagonal grid computation of the derivatives of the solution to the heat equation by using fourth-order accurate two-stage implicit methods. Fract Frac 5:203
Chouhan D, Mishra V, Srivastava HM (2021) Bernoulli wavelet method for numerical solution of anomalous infiltration and diffusion modeling by nonlinear fractional differential equations of variable order. Res Appl Math 10:100146
Clavero C, Jorge J, Lisbona F (2003) A uniformly convergent scheme on a nonuniform mesh for convection-diffusion parabolic problems. J Comput Appl Math 154(2):415–429
Darehmiraki M, Rezazadeh A (2020) An efficient numerical approach for solving the variable-order time fractional diffusion equation using Chebyshev spectral collocation method. J Mahani Math Res Cen 9(2):87–107
Delkhosh M, Parand K, Ganji DD (2019) An efficient numerical method to solve the boundary layer flow of an Eyring–Powell non-Newtonian fluid. J Appl Comput Mech 5(2):454–467
Hariharan G (2014) An efficient Legendre wavelet-based approximation method for a few Newell–Whitehead and Allen–Cahn equations. J Membr Biol 247(5):371–380
Inan B, Osman MS, Ak T, Baleanu D (2020) Analytical and numerical solutions of mathematical biology models: the Newell–Whitehea–Segel and Allen–Cahn equations. Math Methods Appl Sci 43(5):2588–2600
Izadi M (2009) A posteriori error estimates for the coupling equations of scalar conservation laws. BIT Numer Math 49(4):697–720
Izadi M (2021) A second-order accurate finite-difference scheme for the classical Fisher–Kolmogorov–Petrovsky–Piscounov equation. J Inf Optim Sci 42(2):431–448
Izadi M (2022) A combined approximation method for nonlinear foam drainage equation. Sci Iran 29(1):70–78
Izadi M, Roul P (2022) Spectral semi-discretization algorithm for a class of nonlinear parabolic PDEs with applications. Appl Math Comput 428:127226
Izadi M, Roul P (2022) A highly accurate and computationally efficient technique for solving the electrohydrodynamic flow in a circular cylindrical conduit. Appl Numer Math 181:110–124
Izadi M, Yüzbaşı Ş (2022) A hybrid approximation scheme for 1-D singularly perturbed parabolic convection-diffusion problems. Math Commun 27(1):47–63
Izadi M, Yüzbaşı Ş, Ansari KJ (2021) Application of Vieta-Lucas series to solve a class of multi-pantograph delay differential equations with singularity. Symmetry 13(12):2370
Izadi M, Yüzbaşı Ş, Baleanu D (2021) A Taylor–Chebyshev approximation technique to solve the 1D and 2D nonlinear Burgers equations. Math Sci. https://doi.org/10.1007/s40096-021-00433-1
Izadi M, Yüzbaşı Ş, Adel W (2021) Two novel Bessel matrix techniques to solve the squeezing flow problem between infinite parallel plates. Comput Math Math Phys 61(12):2034–2053
Izadi M, Srivastava HM, Adel W (2022) An effective approximation algorithm for second-order singular functional differential equations. Axioms 11(3):133
Kozakevicius AJ, Zeidan D, Schmidt AA, Jakobsson S (2018) Solving a mixture model of two-phase flow with velocity non-equilibrium using WENO wavelet methods. Int J Numer Methods Heat Fluid Flow 28(9):2052–2071
Li J, Cheng Y (2020) Linear barycentric rational collocation method for solving second-order Volterra integro-differential equation. Comput Appl Math 39:92
Mason J, Handscomb D (2003) Chebyshev polynomials. Chapman and Hall, New York
Morgan-Voyce AM (1959) Ladder network analysis using Fibonacci numbers. IRE Trans Circuit Theory 6(3):321–322
Parand K, Delkhosh M (2017) An effective numerical method for solving the nonlinear singular Lane–Emden type equations of various orders. J Teknol 79(1):25–36
Patel H, Patel T, Pandit D (2022) An efficient technique for solving fractional-order diffusion equations arising in oil pollution. J Ocean Eng Sci. https://doi.org/10.1016/j.joes.2022.01.004
Prakash A, Kumar M (2016) He’s variational iteration method for the solution of nonlinear Newell–Whitehead–Segel equation. J Appl Anal Comput 6(3):738–748
Protter MH, Weinberger HF (1967) Maximum principles in differential equations. Prentice Hall Inc., Hoboken
Razavi M, Hosseini MM, Salemi A (2022) Error analysis and Kronecker implementation of Chebyshev spectral collocation method for solving linear PDEs. Comput Methods Differ Equ. https://doi.org/10.22034/cmde.2021.46776.1966
Stewart J (2012) Single variable essential calculus: early transcendentals. Cengage Learning, Boston
Sultana F, Singh D, Pandey RK, Zeidan D (2020) Numerical schemes for a class of tempered fractional integro-differential equations. Appl Numer Math 157:110–134
Swamy MNS (1966) Properties of the polynomials defined by Morgan-Voyce. Fibonacci Q 4(1):73–81
Swamy MNS (1968) Further properties of Morgan-Voyce polynomials. Fibonacci Q 6(2):167–175
Sweilam NH, Al-Mekhlafi SM, Albalawi AO (2019) A novel variable-order fractional nonlinear Klein Gordon model: a numerical approach. Numer Methods Partial Differ Equ 35(5):1617–1629
Wu F, Li D, Wen J, Duan J (2018) Stability and convergence of compact finite difference method for parabolic problems with delay. Appl Math Comput 322:129–139
Zahra WK (2017) Trigonometric B-spline collocation method for solving PHI-four and Allen–Cahn equations. Mediterr J Math 14(3):122
Zeidan D, Ghau GK, Lu T-T, Zheng W-Q (2020) Mathematical studies of the solution of Burgers’ equations by Adomian decomposition method. Math Methods Appl Sci 43:2171–2188
Zeidan D, Chau CK, Luon TT (2021) the characteristic Adomian decomposition method for the Riemann problem Math. Methods Appl Sci 44(10):8097–8112
Zeidan D, Chau CK, Luon TT (2022) On the development of Adomian decomposition method for solving PDE systems with non-prescribed data. Comput Appl Math 41(3):1–21
Acknowledgements
The authors would like to thank the reviewers for their helpful and constructive comments that helped improving the manuscript. The support provided by Shahid Bahonar University of Kerman, Iran, and the German Jordanian University, Amman, Jordan, is greatly acknowledged by the authors.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflicts of interest.
Additional information
Communicated by Carla M.A. Pinto.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Izadi, M., Zeidan, D. A convergent hybrid numerical scheme for a class of nonlinear diffusion equations. Comp. Appl. Math. 41, 318 (2022). https://doi.org/10.1007/s40314-022-02033-8
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40314-022-02033-8
Keywords
- Allen–Cahn equation
- Collocation method
- Error and convergence analysis
- Morgan-Voyce functions
- Newell–Whitehead equation
- Taylor series approach
Keywords
- Allen–Cahn equation
- Collocation method
- Error and convergence analysis
- Morgan-Voyce functions
- Newell–Whitehead equation
- Taylor series approach