function r = toeplitz_cholesky_upper ( n, a ) %*****************************************************************************80 % %% TOEPLITZ_CHOLESKY_UPPER computes the upper Cholesky factor of a Toeplitz matrix. % % Discussion: % % The Toeplitz matrix must be positive semi-definite. % % After factorization, A = R' * R. % % Licensing: % % This code is distributed under the GNU LGPL license. % % Modified: % % 13 November 2012 % % Author: % % Michael Stewart % % Reference: % % Michael Stewart, % Cholesky factorization of semi-definite Toeplitz matrices. % % Parameters: % % Input, integer N, the order of the matrix. % % Input, real A(N,N), the Toeplitz matrix. % % Output, real R(N,N), the upper Cholesky factor. % g = zeros ( 2, n ); g(1,1:n) = a(1,1:n); g(2,1) = 0.0; g(2,2:n) = a(2:n,1)'; r = zeros ( n, n ); r(1,1:n) = g(1,1:n); g(1,2:n) = g(1,1:n-1); g(1,1) = 0.0; for i = 2 : n rho = - g(2,i) / g(1,i); g(:,i:n) = ( [ 1 rho; rho 1 ] * g(:,i:n) ) / sqrt ( ( 1 - rho ) * ( 1 + rho ) ); r(i,i:n) = g(1,i:n); g(1,i+1:n) = g(1,i:n-1); g(1,i) = 0.0; end return end