Abstract
In this paper, we propose and analyze a linear finite volume scheme for general nonlinear cross-diffusion systems. The scheme consists of discretization of linear elliptic equations and pointwise explicit algebraic corrections at each time step. Therefore, the scheme can be implemented very easily, moreover, it is unconditionally stable. We establish error estimates in the \(L^2\) norm.
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Andreianov, B., Bendahmane, M., Ruiz-Baier, R.: Analysis of a finite volume method for a cross-diffusion model in population dynamics. Math. Models Methods Appl. Sci. 21, 307–344 (2011)
Barrett, J.W., Blowey, J.F.: Finite element approximation of a nonlinear cross-diffusion population model. Numer. Math. 98, 195–221 (2004)
Berger, A.E., Brezis, H., Rogers, J.C.W.: A numerical method for solving the problem \(u_t-\Delta f(u)=0\). RAIRO Anal. Numér. 13, 297–312 (1979)
Chen, L., Jüngel, A.: Analysis of a multidimensional parabolic population model with strong cross-diffusion. SIAM J. Math. Anal. 36, 301–322 (2006)
Chen, L., Jüngel, A.: Analysis of a parabolic cross-diffusion population model without self-diffusion. J. Differ. Equ. 224, 39–59 (2006)
Eymard, R., Gallouët, T., Herbin, R.: Finite. Handbook of Numerical Analysis, vol. VII, vol. Methods. North-Holland, Amsterdam (2000)
Eymard, R., Gutnic, M., Hilhorst, D.: The finite volume method for Richards equation. Comput. Geosci. 3, 259–294 (1999)
Galiano, G., Garzón, M.L., Jüngel, A.: Semi-discretization in time and numerical convergence of solutions of a nonlinear cross-diffusion population model. Numer. Math. 93, 655–673 (2003)
Jäger, W., Kačur, J.: Solution of porous medium type systems by linear approximation schemes. Numer. Math. 60, 407–427 (1991)
Kačur, J., Handlovičová, A., Kačurová, M.: Solution of nonlinear diffusion problems by linear approximation schemes. SIAM J. Numer. Anal. 30, 1703–1722 (1993)
Magenes, E., Nochetto, R.H., Verdi, C.: Energy error estimates for a linear scheme to approximate nonlinear parabolic problems. Math. Model. Numer. Anal. 21, 655–678 (1987)
Mimura, M., Kawasaki, K.: Spatial segregation in competitive interaction-diffusion equations. J. Math. Biol. 9, 49–64 (1980)
Murakawa, H.: Reaction-diffusion system approximation to degenerate parabolic systems. Nonlinearity 20, 2319–2332 (2007)
Murakawa, H.: A linear scheme to approximate nonlinear cross-diffusion systems. Math. Models Numer. Anal. 45, 1141–1161 (2011)
Murakawa, H.: A relation between cross-diffusion and reaction-diffusion. Discrete Contin. Dyn. Syst. Ser. 5, 147–158 (2012)
Murakawa, H.: Error estimates for discrete-time approximations of nonlinear cross-diffusion systems. SIAM J. Numer. Anal. 52(2), 955–974 (2014)
Murakawa, H.: Numerical solution of nonlinear cross-diffusion systems by a linear scheme. In: Kawashima, S., Ei, S., Kimura, M., Mizumachi, T. (eds.) Proceedings for the 4th MSJ-SI Conference on Nonlinear Dynamics in Partial Differential Equations, Adv. Stud. Pure Math, vol. 64, pp. 243–251 (2015)
Murakawa, H., Ninomiya, H.: Fast reaction limit of a three-component reaction-diffusion system. J. Math. Anal. Appl. 379, 150–170 (2011)
Murakawa, H., Ninomiya, H.: A free boundary problem in a singular limit of a three-component reaction-diffusion system. RIMS Kôkyûroku Bessatsu (2016, to appear)
Nochetto, R.H., Paolini, M., Verdi, C.: A fully discrete adaptive nonlinear Chernoff formula. SIAM J. Numer. Anal. 30, 991–1014 (1993)
Nochetto, R.H., Verdi, C.: An efficient linear scheme to approximate parabolic free boundary problems: error estimates and implementation. Math. Comput. 51, 27–53 (1988)
Nochetto, R.H., Verdi, C.: The combined use of a nonlinear Chernoff formula with a regularization procedure for two-phase Stefan problems. Numer. Funct. Anal. Optim. 9, 1177–1192 (1988)
Shigesada, N., Kawasaki, K., Teramoto, E.: Spatial segregation of interacting species. J. Theor. Biol. 79, 83–99 (1979)
Verdi, C.: Numerical aspects of parabolic free boundary and hysteresis problems. In: Phase Transitions and Hysteresis, Lecture Notes in Mathematics, vol. 1584, pp. 213–284. Springer, Berlin (1994)
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This work was partially supported by JSPS KAKENHI Grant Numbers 26287025, 26400205 and 15H03635 and JST CREST, Research Area: Modeling Methods allied with Modern Mathematics (Research Supervisor: Takashi Tsuboi ), Project: Theory on mathematical modeling for spatio-temporal patterns arising in biology (Research Director: Shin-Ichiro Ei).
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Murakawa, H. A linear finite volume method for nonlinear cross-diffusion systems. Numer. Math. 136, 1–26 (2017). https://doi.org/10.1007/s00211-016-0832-z
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DOI: https://doi.org/10.1007/s00211-016-0832-z