function test17 %TEST17 test cs_qr, cs_qright, cs_q1, cs_qrleft, cs_qrsol % % Example: % test17 % See also: testall % CXSparse, Copyright (c) 2006-2022, Timothy A. Davis. All Rights Reserved. % SPDX-License-Identifier: LGPL-2.1+ clear functions clf rand ('state', 0) ; randn ('state', 0) ; for trials = 1:100 m = 1 + fix (10 * rand (1)) ; n = 1 + fix (10 * rand (1)) ; d = rand (1) ; % n = m ; A = sprandn (m, n, d) ; if (m < n) A = A' ; end [m n] = size (A) ; if (~ispc) if (rand ( ) > .5) A = A + 1i * sprand (A) ; end end subplot (3,4,1) ; spy (A) ; [V1, Beta1, p1, R1, q1] = cs_qr (A) ; Q1 = cs_qright (V1, Beta1, p1, speye (size (V1,1))) ; Q1b = cs_q1 (V1, Beta1, p1) ; err = norm (Q1-Q1b,1) ; disp ('err = ') ; disp (err) ; if (err > 1e-12) error ('!') ; end m2 = size (Q1,1) ; A1 = [A ; sparse(m2-m,n)] ; subplot (3,4,5) ; spy (A1 (p1,q1)) ; subplot (3,4,6) ; spy (V1) ; subplot (3,4,7) ; spy (R1) ; subplot (3,4,8) ; spy (Q1) ; [V3, Beta3, R3] = qr2 (A) ; % Q3 = cs_qmake (V3, Beta3) ; Q3 = cs_q1 (V3, Beta3) ; subplot (3,4,9) ; spy (A) ; subplot (3,4,10) ; spy (V3) ; subplot (3,4,11) ; spy (R3) ; subplot (3,4,12) ; spy (Q3) ; err1 = norm (Q1*R1 - A1(:,q1), 1) ; % err2 = norm (Q2*R2 - A (:,q2), 1) ; err3 = norm (Q3*R3 - A, 1) ; fprintf ('m %3d m2 %3d n %3d ::: %3d %6.2e %6.2e\n', ... m, m2, n, m2-m, err1, err3) ; if (err1 > 1e-12) error ('2!') ; end % if (err2 > 1e-12) % error ('!') ; % end if (err3 > 1e-12) error ('3!') ; end try % this fails if A is complex b = rand (m,1) ; [Q,R] = qr (A (:,q1)) ; x = R\(Q'*b) ; x (q1) = x ; r1 = norm (A*x-b) ; x2 = cs_qrsol (A,b) ; r2 = norm (A*x2(1:n)-b) ; qt = cs_qleft (V1, Beta1, p1, speye(size(V1,1))) ; fprintf ('Q''*A-R: %6.2e\n', norm (qt*A1(:,q1)-R1,1)) ; qtb = cs_qleft (V1, Beta1, p1, b) ; % [V1, Beta1, p1, R1, q1] = cs_qr (A) ; x3 = R1 \ qtb ; r3 = norm (A(:,q1)*x3(1:n)-b) ; fprintf ('least sq: %6.2e %6.2e %6.2e diff %6.2e %6.2e\n', ... r1, r2, r3, r1-r2, r1-r3) ; catch end drawnow % pause end