Problem 14. ( 6 points)
A singular value decomposition of a matrix A is as follows:
A=[[0.5,0.5,0.5,0.5],[-0.5,-0.5,0.5,0.5],[0.5,-0.5,0.5,-0.5],[-0.5,0.5,0.5,-0.5]][[15,0],[0,5],[0,0],[0,0]][[0.6,-0.8],[0.8,0.6]]
(a) Find the closest (with respect to the Frobenius norm) matrix of rank 1 to A.
A1=
(a) Find the Frobenius norm of A-A1.
||A-A1||_(F)=
◻
(c) Find the rank of A
rank(A)=
◻
Note: You can earn partial credit on this problem.
Problem 14.(6 points
A singular value decomposition of a matrix A is as follows: 0.5 0.5 0.5 0.5 [15 0 -0.5 0.5 0.5 0.5 0 5 [0.6 0.8 A 0.5 0.5 0.5 0.5 0 0 0.8 0.6 0.5 0.5 0.5 -0.5 0 0
(aFind the closest (with respect to the Frobenius norm matrix of rank 1 to A.
A1
aFind the Frobenius norm ofAA1 |A-A1|F
(c)Find the rank of A rank(A)
Note: You can earn partial credit on this problem