S. Evje et Kh. Karlsen, Monotone difference approximations of BV solutions to degenerate convection-diffusion equations, SIAM J NUM, 37(6), 2000, pp. 1838-1860
We consider consistent, conservative-form, monotone difference schemes for
nonlinear convection-diffusion equations in one space dimension. Since we a
llow the diffusion term to be strongly degenerate, solutions can be discont
inuous and, in general, are not uniquely determined by their data. Here we
choose to work with weak solutions that belong to the BV (in space and time
) class and, in addition, satisfy an entropy condition. A recent result of
Wu and Yin [Northeastern Math J., 5 (1989), pp. 395-422] states that these
so-called BV entropy weak solutions are unique. The class of equations unde
r consideration is very large and contains, to mention only a few, the heat
equation, the porous medium equation, the two phase ow equation, and hyper
bolic conservation laws. The difference schemes are shown to converge to th
e unique BV entropy weak solution of the problem. In view of the classical
theory for monotone difference approximations of conservation laws, the mai
n difficulty in obtaining a similar convergence theory in the present conte
xt is to show that the (strongly degenerate) discrete diffusion term is suf
ficiently smooth. We provide the necessary regularity estimates by deriving
and carefully analyzing a linear difference equation satis ed by the numer
ical flux of the difference schemes. Finally, we make some concluding remar
ks about monotone difference schemes for multidimensional equations.