A convergent and dynamically consistent finite-difference method to approximate the positive and bounded solutions of the classical Burgers-Fisher equation

In this work, we investigate both analytically and numerically a spatially two-dimensional advection-diffusion-reaction equation that generalizes the Burgers' and the Fisher's equations. The partial differential equation of interest is a nonlinear model for which the existence and the uniqueness of positive and bounded solutions are analytically established here. At the same time, we propose an exact finite-difference discretization of the Burgers-Fisher model of interest and show that, as the continuous counterpart, the method proposed is capable of preserving the positivity and the boundedness of the numerical approximations as well as the temporal and spatial monotonicity of the discrete initial-boundary conditions. It is shown that the method is convergent with first order in time and second order in space. We provide some simulations that illustrate the fact that the proposed technique preserves the positivity, the boundedness and the monotonicity.

[1]  Andreas Meister,et al.  An improved and generalized second order, unconditionally positive, mass conserving integration scheme for biochemical systems , 2008 .

[2]  Jorge Eduardo Macías-Díaz,et al.  A positive and bounded finite element approximation of the generalized Burgers–Huxley equation , 2015 .

[3]  Vicenç Méndez,et al.  Time-Delayed Theory of the Neolithic Transition in Europe , 1999 .

[4]  Younhee Lee,et al.  A conservative difference scheme for the viscous Cahn-Hilliard equation with a nonconstant gradient energy coefficient , 2004 .

[5]  Stefania Tomasiello,et al.  A new least-squares DQ-based method for the buckling of structures with elastic supports , 2015 .

[6]  A. Friedman Partial Differential Equations of Parabolic Type , 1983 .

[7]  V. Méndez,et al.  Reaction-diffusion waves of advance in the transition to agricultural economics. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[8]  B. Guo,et al.  Analysis of some finite difference schemes for two‐dimensional Ginzburg‐Landau equation , 2011 .

[9]  Vicenç Méndez,et al.  Dynamics and thermodynamics of delayed population growth , 1997 .

[10]  Jorge Eduardo Macías-Díaz,et al.  On some explicit non-standard methods to approximate nonnegative solutions of a weakly hyperbolic equation with logistic nonlinearity , 2011, Int. J. Comput. Math..

[11]  Stefania Tomasiello,et al.  Numerical solutions of the Burgers–Huxley equation by the IDQ method , 2010, Int. J. Comput. Math..

[12]  Stefania Tomasiello,et al.  Stability and accuracy of the iterative differential quadrature method , 2003 .

[13]  Jorge Eduardo Macías-Díaz,et al.  On a fully discrete finite-difference approximation of a nonlinear diffusion–reaction model in microbial ecology , 2013, Int. J. Comput. Math..

[14]  Jorge Eduardo Macías-Díaz,et al.  On the convergence of a finite-difference discretization à la Mickens of the generalized Burgers–Huxley equation , 2014 .

[15]  Jorge Eduardo Macías-Díaz,et al.  A finite-difference scheme to approximate non-negative and bounded solutions of a FitzHugh–Nagumo equation , 2011, Int. J. Comput. Math..

[16]  Jorge Eduardo Macías-Díaz,et al.  On a boundedness-preserving semi-linear discretization of a two-dimensional nonlinear diffusion–reaction model , 2012, Int. J. Comput. Math..

[17]  Ronald E. Mickens,et al.  Dynamic consistency: a fundamental principle for constructing nonstandard finite difference schemes for differential equations , 2005 .

[18]  R. Fisher THE WAVE OF ADVANCE OF ADVANTAGEOUS GENES , 1937 .

[19]  Jorge Eduardo Macías-Díaz,et al.  On the convergence of a nonlinear finite-difference discretization of the generalized Burgers–Fisher equation , 2015 .

[20]  Vicenç Méndez,et al.  Hyperbolic reaction-diffusion equations for a forest fire model , 1997 .

[21]  Jorge Eduardo Macías-Díaz,et al.  A finite-difference scheme in the computational modelling of a coupled substrate-biomass system , 2014, Int. J. Comput. Math..

[22]  Stefania Tomasiello,et al.  Numerical stability of DQ solutions of wave problems , 2011, Numerical Algorithms.

[23]  D. Furihata,et al.  Finite Difference Schemes for ∂u∂t=(∂∂x)αδGδu That Inherit Energy Conservation or Dissipation Property , 1999 .

[24]  Nikolai A. Kudryashov,et al.  Seven common errors in finding exact solutions of nonlinear differential equations , 2009, 1011.4268.

[25]  Daisuke Furihata,et al.  Finite-difference schemes for nonlinear wave equation that inherit energy conservation property , 2001 .