題組內容

Problem 3.  Let 61b9a51f700e4.jpg denote the set of real m x n matrices and the set of real n x 1 column vectors, respectively, and let 61b9a535eb9f4.jpgdenote the set of real n x n symmetric positive semidefinite (PSD) matrices. This problem includes two parts as follows: 

(i)  Let A 61b9a556df829.jpg with r singular values σ1, . ,61b9a57d145b2.jpg consisting of the associated r left singular vectors and 61b9a591da114.jpg, consisting of the associated r right singular vectors.

(2) find the projection matrix 61b9a5e398b48.jpg such that 61b9a5fb70d5d.jpg, and 61b9a60ddf81a.jpg;