Two-layer iteration sche111es 655
The usual practice involves the numerical solution of problem (5) with
a prescribed accuracy c > 0 (a relative accuracy II Yk - u II/II Yo - u II), it
being understood that the calculations should be terminated if
(6) II Yk - U II < c II Yo - il II.
In connection with inconvenience caused by the unknown vector 11, it seems
reasonable to replace this condition by the inequality for the residual
(7)
In the general case the accepted view is the termination condition of
the type
(8)
where D :::: D* > 0 is some operator. By merely setting D = A^2 we deduce
from ( 8) inequality (7).
We are now interested in the governing equation related to the residual
zk = Yk - tt. Since Att = f, we might have
(9) k=0,1,2, ... ,
where z 0 E H is known. As far as Bk = B is independent of the subscript
k, the correction wk = B-^1 rk satisfies the h01nogeneous equation
Indeed, (4) implies that
Applying the operator A twice to both sides of the preceding equality and
taking into account that
we establish the h01nogeneous equation for the correction wk.