njupt
A=[1,2,3;4,5,6;7,8,9] %一个3*3矩阵 disp('设 [U,S,V]=svd(A),得')
[U,S,V]=svd(A) %奇异值分解(SVD)USV:U m*m酉矩阵 V n*n酉矩阵 S 对角阵
disp('设 tol=S(1,1)*3*eps,得') tol=S(1,1)*3*eps
disp('设 a=sum(diag(S)>tol) - rank(A),求 a') a=sum(diag(S)>tol) - rank(A)
disp('设 b=S(1,1) - norm(A),求 b') b=S(1,1) - norm(A)
disp('设 c=sqrt(sum(diag(S*S))) - norm(A, fro ),求 c') c=sqrt(sum(diag(S*S))) - norm(A,'fro') disp('设 d=S(1,1)/S(3,3) - cond(A),求 d') d=S(1,1)/S(3,3) - cond(A)
disp('设 e=S(1,1)*S(2,2)*S(3,3) - det(A) < tol ,求 e') e=S(1,1)*S(2,2)*S(3,3) - det(A) < tol disp('设 f=V(:,1) *null(A),求 f') f=V(:,1)'*null(A)
disp('设 g=abs(A*null(A)) < tol,求 g') g=abs(A*null(A)) < tol
disp('设 h=U(:,1:2) == orth(A),求 h') h=U(:,1:2) == orth(A) 结果:
设 A=[1,2,3;4,5,6;7,8,9],得 A =
1 2 3 4 5 6 7 8 9
设 [U,S,V]=svd(A),得 U =
-0.2148 0.8872 0.4082 -0.5206 0.2496 -0.8165 -0.8263 -0.3879 0.4082 S =
16.8481 0 0 0 1.0684 0