Iterative alternating direction inethods^715
The norm II Tn II can be expressed through the eigenvalues of the operators
A~ and A~ such as
As far as the operators A~ and A~ are comrnuting, other operators A 1 ,
A2, A and Tn possess con1n1on systems of eigenfunctions. By utilizing this
fact we denote by Ak(Tn) the eigenvalues of the operator Tn and take into
account that
with missing subscripts j and k. All this enables us to find that
n
( 11) A(Tn) =II
j=l
with
As known, the norm of the operator T, 1 is equal to thP greatest eigen-
value maxk Ak(T, 1 ). Further replacements of Cl'k 1 and f3ko in (11) by contin-
uous variables a and j3 lead to increased n1aximum of the right-hand side
of (11); meaning
(12) II Tn II< max
CYE(ry,l]
n
IT
j =1
Also, we may accept w(l) = wl^2 J and ct :::: (3, since the argun1ents o: and
/3 run over one and the same segment [17, l] and their positions in formula
(12) are certainly symmetric. The problem statement here is to find the
parameters w 1 , w 2 , ... , wn for which
(13) n ( )2
1 - W CY
min n1ax J
{~: 1 } crE[17,l] l1 l +w 1 Cl
A solution of such a problem is already known and so it remaius only to
write the final expressions for optin1al parameters r}1l and r§') in question.
Having stipulated the conditions CY = /3 = 17 for .>-(A1) = 01 , A(A2) = (^02)