M. Buttner et al., W-METHODS WITH AUTOMATIC PARTITIONING BY KRYLOV TECHNIQUES FOR LARGE STIFF SYSTEMS, SIAM journal on numerical analysis, 32(1), 1995, pp. 260-284
Solving the stage equations in W-methods approximately by a Krylov pro
cess may be interpreted as an automatic partitioning method, where som
e of the components are integrated by an implicit scheme whereas other
s are treated by an explicit Runge-Kutta method. The authors consider
an implementation which uses only one family of Krylov spaces for all
stages, introducing an additional error of the size of the discretizat
ion error. Two main results for the linear autonomous case show that (
i) the method stays at the asymptotic limit solution under mild restri
ctions, which may be enforced in the numerical computation, and (ii) t
he dimensions of the Krylov spaces need only be slightly larger than t
he number of ''fast'' solution components with nonnegligible contribut
ion to the local solution. Numerical examples of dimensions 20 to 302
indicate that the method may perform well even for Krylov spaces with
low dimension.