Pj. Vanderhouwen et Wa. Vanderveen, THE SOLUTION OF IMPLICIT DIFFERENTIAL-EQUATIONS ON PARALLEL COMPUTERS, Applied numerical mathematics, 25(2-3), 1997, pp. 257-274
We construct and analyze parallel iterative solvers for the solution o
f the linear systems arising in the application of Newton's method to
s-stage implicit Runge-Kutta (RK) type discretizations of implicit dif
ferential equations (IDEs). These linear solvers are partly iterative
and partly direct. Each linear system iteration again requires the sol
ution of linear subsystems, but now only of IDE dimension, which is s
times less than the dimension of the linear system in Newton's method.
Thus, the effective costs on a parallel computer system are only one
LU-decomposition of IDE dimension for each Jacobian update, yielding a
considerable reduction of the effective LU-costs. The method paramete
rs can be chosen such that only a few iterations by the linear solver
are needed. The algorithmic properties are illustrated by solving the
transistor problem (index 1) and the car axis problem (index 3) taken
from the CWI test set. (C) 1997 Elsevier Science B.V.