Mercurial > matrix-functions
diff toolbox/krylov.m @ 2:c124219d7bfa draft
Re-add the 1995 toolbox after noticing the statement in the ~higham/mctoolbox/ webpage.
author | Antonio Pino Robles <data.script93@gmail.com> |
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date | Thu, 07 May 2015 18:36:24 +0200 |
parents | 8f23314345f4 |
children |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/toolbox/krylov.m Thu May 07 18:36:24 2015 +0200 @@ -0,0 +1,28 @@ +function B = krylov(A, x, j) +%KRYLOV Krylov matrix. +% KRYLOV(A, x, j) is the Krylov matrix +% [x, Ax, A^2x, ..., A^(j-1)x], +% where A is an n-by-n matrix and x is an n-vector. +% Defaults: x = ONES(n,1), j = n. +% KRYLOV(n) is the same as KRYLOV(RANDN(n)). + +% Reference: +% G.H. Golub and C.F. Van Loan, Matrix Computations, second edition, +% Johns Hopkins University Press, Baltimore, Maryland, 1989, p. 369. + +[n, n] = size(A); + +if n == 1 % Handle special case A = scalar. + n = A; + A = randn(n); +end + +if nargin < 3, j = n; end +if nargin < 2, x = ones(n,1); end + + +B = ones(n,j); +B(:,1) = x(:); +for i=2:j + B(:,i) = A*B(:,i-1); +end