If I have a square matrix $A$, where $ A = UDV^T $ is the SVD of $A$,
how can $\det A = \pm \det D$ ?
2026-03-25 01:29:08.1774402148
On
Why is the determinant of a square matrix equal to the determinant of the diagonal of an SVD?
777 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
2
There are 2 best solutions below
0
On
The matrix $D$ has on the diagonal the nonnegative square roots of the eigenvalues of $A^TA$ (counted with their multiplicity).
Note that the product of the eigenvalues (counted with their multiplicity) equals the determinant of the matrix. Thus $$ (\det(D))^2=\det(A^TA)=\det(A^T)\det(A)=(\det(A))^2 $$
The determinant has a multiplicative property:
$$\det(UDV^t) = \det(U)\det(D)\det(V^t)$$
Now you just need to use a certain property of $U$ and $V$.