A linear scheme to approximate nonlinear cross-diffusion systems
Murakawa, Hideki
ESAIM: Mathematical Modelling and Numerical Analysis - Modélisation Mathématique et Analyse Numérique, Tome 45 (2011), p. 1141-1161 / Harvested from Numdam

This paper proposes a linear discrete-time scheme for general nonlinear cross-diffusion systems. The scheme can be regarded as an extension of a linear scheme based on the nonlinear Chernoff formula for the degenerate parabolic equations, which proposed by Berger et al. [RAIRO Anal. Numer. 13 (1979) 297-312]. We analyze stability and convergence of the linear scheme. To this end, we apply the theory of reaction-diffusion system approximation. After discretizing the scheme in space, we obtain a versatile, easy to implement and efficient numerical scheme for the cross-diffusion systems. Numerical experiments are carried out to demonstrate the effectiveness of the proposed scheme.

Publié le : 2011-01-01
DOI : https://doi.org/10.1051/m2an/2011010
Classification:  35K55,  35K57,  65M12,  92D25
@article{M2AN_2011__45_6_1141_0,
     author = {Murakawa, Hideki},
     title = {A linear scheme to approximate nonlinear cross-diffusion systems},
     journal = {ESAIM: Mathematical Modelling and Numerical Analysis - Mod\'elisation Math\'ematique et Analyse Num\'erique},
     volume = {45},
     year = {2011},
     pages = {1141-1161},
     doi = {10.1051/m2an/2011010},
     mrnumber = {2833176},
     zbl = {1269.65090},
     language = {en},
     url = {http://dml.mathdoc.fr/item/M2AN_2011__45_6_1141_0}
}
Murakawa, Hideki. A linear scheme to approximate nonlinear cross-diffusion systems. ESAIM: Mathematical Modelling and Numerical Analysis - Modélisation Mathématique et Analyse Numérique, Tome 45 (2011) pp. 1141-1161. doi : 10.1051/m2an/2011010. http://gdmltest.u-ga.fr/item/M2AN_2011__45_6_1141_0/

[1] J.W. Barrett and J.F. Blowey, Finite element approximation of a nonlinear cross-diffusion population model. Numer. Math. 98 (2004) 195-221. | MR 2092740 | Zbl 1058.65104

[2] G. Beckett, J.A. Mackenzie and M.L. Robertson, A moving mesh finite element method for the solution of two-dimensional Stefan problems. J. Comp. Phys. 168 (2001) 500-518. | MR 1826524 | Zbl 1040.65080

[3] A.E. Berger, H. Brezis and J.C.W. Rogers, A numerical method for solving the problem ut-Δf(u) = 0. RAIRO Anal. Numer. 13 (1979) 297-312. | Numdam | MR 555381 | Zbl 0426.65052

[4] H. Brézis, Analyse Fonctionnelle. Masson (1983). | MR 697382 | Zbl 0511.46001

[5] L. Chen and A. Jüngel, Analysis of a multidimensional parabolic population model with strong cross-diffusion. SIAM J. Math. Anal. 36 (2004) 301-322. | MR 2083864 | Zbl 1082.35075

[6] L. Chen and A. Jüngel, Analysis of a parabolic cross-diffusion population model without self-diffusion. J. Differ. Equ. 224 (2006) 39-59. | MR 2220063 | Zbl 1096.35060

[7] G. Galiano, M.L. Garzón and A. Jüngel, Analysis and numerical solution of a nonlinear cross-diffusion system arising in population dynamics. Rev. R. Acad. Cien. Ser. A Mat. 95 (2001) 281-295. | MR 1902432 | Zbl 1021.35047

[8] G. Galiano, M.L. Garzón and A. Jüngel, Semi-discretization in time and numerical convergence of solutions of a nonlinear cross-diffusion population model. Numer. Math. 93 (2003) 655-673. | MR 1961883 | Zbl 1018.65115

[9] M.E. Gurtin, Some mathematical models for population dynamics that lead to segregation. Quart. Appl. Math. 32 (1974) 1-9. | MR 437132 | Zbl 0298.92006

[10] W. Jäger and J. Kačur, Solution of porous medium type systems by linear approximation schemes. Numer. Math. 60 (1991) 407-427. | Zbl 0744.65060

[11] J. Kačur, A. Handlovičová and M. Kačurová, Solution of nonlinear diffusion problems by linear approximation schemes. SIAM J. Numer. Anal. 30 (1993) 1703-1722. | Zbl 0792.65070

[12] T. Kadota and K. Kuto, Positive steady states for a prey-predator model with some nonlinear diffusion terms. J. Math. Anal. Appl. 323 (2006) 1387-1401. | MR 2260190 | Zbl 1160.35441

[13] E.H. Kerner, Further considerations on the statistical mechanics of biological associations. Bull. Math. Biophys. 21 (1959) 217-255. | MR 104525

[14] E. Magenes, R.H. Nochetto and C. Verdi, Energy error estimates for a linear scheme to approximate nonlinear parabolic problems. Math. Mod. Numer. Anal. 21 (1987) 655-678. | Numdam | MR 921832 | Zbl 0635.65123

[15] M. Mimura and K. Kawasaki, Spatial segregation in competitive interaction-diffusion equations. J. Math. Biol. 9 (1980) 49-64. | MR 648845 | Zbl 0425.92010

[16] H. Murakawa, Reaction-diffusion system approximation to degenerate parabolic systems. Nonlinearity 20 (2007) 2319-2332. | MR 2356112 | Zbl 1241.35122

[17] H. Murakawa, A relation between cross-diffusion and reaction-diffusion. Discrete Contin. Dyn. Syst. S 5 (2012) 147-158. | MR 2836556 | Zbl 1255.35135

[18] R.H. Nochetto and C. Verdi, An efficient linear scheme to approximate parabolic free boundary problems: error estimates and implementation. Math. Comput. 51 (1988) 27-53. | MR 942142 | Zbl 0657.65131

[19] R.H. Nochetto and C. Verdi, The combined use of a nonlinear Chernoff formula with a regularization procedure for two-phase Stefan problems. Numer. Funct. Anal. Optim. 9 (1988) 1177-1192. | MR 936337 | Zbl 0629.35116

[20] R.H. Nochetto, M. Paolini and C. Verdi, An adaptive finite element method for two-phase Stefan problems in two space dimensions. Part I: stability and error estimates. Math. Comput. 57 (1991) 73-108. | MR 1079028 | Zbl 0733.65087

[21] R.H. Nochetto, M. Paolini and C. Verdi, A fully discrete adaptive nonlinear Chernoff formula. SIAM J. Numer. Anal. 30 (1993) 991-1014. | MR 1231324 | Zbl 0805.65135

[22] R.H. Nochetto, A. Schmidt and C. Verdi, A posteriori error estimation and adaptivity for degenerate parabolic problems. Math. Comput. 69 (1999) 1-24. | MR 1648399 | Zbl 0942.65111

[23] P.Y.H. Pang and M.X. Wang, Strategy and stationary pattern in a three-species predator-prey model. J. Differ. Equ. 200 (2004) 245-273. | MR 2052615 | Zbl 1106.35016

[24] N. Shigesada, K. Kawasaki and E. Teramoto, Spatial segregation of interacting species. J. Theor. Biol. 79 (1979) 83-99. | MR 540951

[25] R. Temam, Navier-Stokes equation theory and numerical analysis. AMS Chelsea Publishing, Providence, RI (2001). | MR 1846644

[26] C. Verdi, Numerical aspects of parabolic free boundary and hysteresis problems. Lecture Notes in Mathematics 1584 (1994) 213-284. | MR 1321834 | Zbl 0819.35155