Theorem18.1The existence of the SVD
Every matrix has an SVD, and the singular values are uniquely determined. If the matrix is square and the singular values distinct, the left and right singular vectors are uniquely determined up to complex sign.
Every matrix has an SVD, and the singular values are uniquely determined. If the matrix is square and the singular values distinct, the left and right singular vectors are uniquely determined up to complex sign.