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In this question you will compare QR factorization and SVD of a matrix. Let A 2 2 (1) Find the QR decomposition of A. Namely,
In this question you will compare QR factorization and SVD of a matrix. Let A 2 2 (1) Find the QR decomposition of A. Namely, find an orthogonal 2 x 2 matrix @ and an upper triangular 2 x 2 matrix R such that A = QR. (2) Find an SVD of A. Namely, find 2 x 2 orthogonal matrices UA, VA and a diagonal matrix A such that A = UAEAVT (3) Find an SVD of the matrix R obtained in (1). Namely, find 2 x 2 orthogonal matrices UR, VR and a diagonal matrix EA such that R = URERVR (4) In general, suppose A is an n X n invertible matrix with QR decomposition A = QR. Let A = UAEAVA, R = URERV be the SVDs of A and R respectively. Based on your results in (2) and (3), try to guess the relation between ZA and ER and the relation between VA and VR in general. (You are not required to prove your conjecture.)
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