Mk. Ng et al., CONSTRUCTION OF PRECONDITIONERS FOR WIENER-HOPF EQUATIONS BY OPERATORSPLITTING, Applied mathematics and computation, 72(1), 1995, pp. 77-96
In this paper, we propose a new type of preconditioners for solving fi
nite section Wiener-Hopf integral equations (alpha I + A(tau))x(tau) =
g by the preconditioned conjugate gradient algorithm. We show that fo
r an integer u > 1, the operator alpha I + A(tau) can be decomposed in
to a sum of operators alpha I + P-tau((u,v)) for 0 less than or equal
to v < u. Here P-tau((u,v)) are {omega(v)}-circulant integral operator
s that are the continuous analog of {omega(v)}-circulant matrices. For
u greater than or equal to 1, our preconditioners are defined as (1/u
) Sigma(v)(alpha I + P-tau((u,v)))(-1). Thus the way the preconditione
rs are constructed is very similar to the approach used in the additiv
e Schwarz method for elliptic problems. As for the convergence rate, w
e prove that the spectra of the resulting preconditioned operators [(1
/u) Sigma(v)(alpha I + P-tau((u,v)))(-1)] [alpha I + A(tau)] are clust
ered around 1 and thus the algorithm converges sufficiently fast. Fina
lly, we discretize the resulting preconditioned equations by rectangul
ar rule. Numerical results show that our methods converges faster than
those preconditioned by using circulant integral operators.