function test3 %TEST3 test cs_lsolve, cs_ltsolve, cs_usolve, cs_chol % % Example: % test3 % See also: testall % Copyright 2006, Timothy A. Davis. % http://www.cise.ufl.edu/research/sparse clear index = UFget ; [ignore f] = sort (max (index.nrows, index.ncols)) ; f = f (1:100) ; clf % f = f(1) for i = f Prob = UFget (i) ; disp (Prob) ; A = Prob.A ; [m n] = size (A) ; if (~isreal (A) || m ~= n) continue end A = A*A' + 2*n*speye (n) ; try p = amd (A) ; catch p = symamd (A) ; end try L0 = chol (A)' ; catch continue end b = rand (n,1) ; C = A(p,p) ; c = condest (C) ; fprintf ('condest: %g\n', c) ; x1 = L0\b ; x2 = cs_lsolve (L0,b) ; err = norm (x1-x2,1) ; if (err > 1e-12 * c) error ('!') ; end x1 = L0'\b ; x2 = cs_ltsolve (L0,b) ; err = norm (x1-x2,1) ; if (err > 1e-10 * c) error ('!') ; end U = L0' ; x1 = U\b ; x2 = cs_usolve (U,b) ; err = norm (x1-x2,1) ; if (err > 1e-10 * c) error ('!') ; end L2 = cs_chol (A) ; subplot (2,3,1) ; spy (L0) ; subplot (2,3,4) ; spy (L2) ; err = norm (L0-L2,1) ; if (err > 1e-8 * c) error ('!') ; end L1 = chol (C)' ; L2 = cs_chol (C) ; subplot (2,3,2) ; spy (L1) ; subplot (2,3,5) ; spy (L2) ; err = norm (L1-L2,1) ; if (err > 1e-8 * c) error ('!') ; end [L3,p] = cs_chol (A) ; C = A(p,p) ; L4 = chol (C)' ; subplot (2,3,3) ; spy (L4) ; subplot (2,3,6) ; spy (L3) ; err = norm (L4-L3,1) ; if (err > 1e-8 * c) error ('!') ; end drawnow end