C. Brezinski et Mr. Zaglia, VECTOR AND MATRIX SEQUENCE TRANSFORMATIONS BASED ON BIORTHOGONALITY, Applied numerical mathematics, 21(4), 1996, pp. 353-373
Sequence transformations are used for the purpose of convergence accel
eration. An important algebraic property connected with a sequence tra
nsformation is its kernel, that is the set of sequences transformed in
to a constant sequence (usually the limit of the sequence). In this pa
per, we show how to construct transformations whose kernels are the se
ts of vector or matrix sequences of the forms x(n) = x + Z(n) alpha, x
(n) = x + Z(n) alpha(n) and x(n) = x + Z(n) alpha(n) + Y-n beta where
Z(n) and Y-n are known matrices, alpha, alpha(n) and beta unknown vect
ors or matrices. Recursive algorithms for their implementation are giv
en. Applications to the solution of systems of linear and nonlinear eq
uations are also discussed.