Pj. Vanderhouwen et Bp. Sommeijer, CWI CONTRIBUTIONS TO THE DEVELOPMENT OF PARALLEL RUNGE-KUTTA METHODS, Applied numerical mathematics, 22(1-3), 1996, pp. 327-344
This paper will concentrate on contributions of CWI to the development
of parallel Runge-Kutta (RK) methods. We shall describe two approache
s to construct such methods. In both approaches, a conventional implic
it RK method is used as a corrector equation whose solution is approxi
mated by an iterative method. In the first approach, the iteration met
hod uses a fixed number of iterations without solving the corrector. A
ssuming that a one-step predictor is used, this approach again results
in an RK method, however, an RK method possessing a lot of intrinsic
parallelism. In the second approach, the corrector is solved by modifi
ed Newton iteration and the linear systems arising in each Newton iter
ation are solved by a parallel iteration process which is tuned to the
special form of these linear systems. Furthermore, we apply the paral
lel iteration process in a step-parallel fashion which further enhance
s the amount of parallelism. Finally, the application of parallel RK m
ethods within the framework of waveform relaxation is briefly discusse
d.