Jlm. Van Dorsselaer et C. Lubich, Inertial manifolds of parabolic differential equations under higher-order discretizations, IMA J NUM A, 19(3), 1999, pp. 455-471
This paper deals with the long-time behaviour of numerical discretizations
of nonlinear parabolic differential equations. For various equations of mat
hematical physics, the dynamics are governed by a finite-dimensional inerti
al manifold, which attracts solutions at an exponential rate. We show that
Runge-Kutta time and spectral Galerkin space discretizations possess inerti
al manifolds which approximate the inertial manifold of the continuous prob
lem with the order of finite-time approximations of smooth solutions. We th
us obtain estimates for the distance between the inertial manifolds of the
partial differential equation and its semi- and full discretizations which
show the high order of the time discretization and exponentially fast conve
rgence of the space discretization. These results are obtained by using tim
e analyticity and Gevrey regularity of solutions of the differential equati
on. As an application of the theory, the complex Ginzburg-Landau equation i
s considered.