3. (15 pts.) Let A e Rmxn be a full rank matrix, m > n. Suppose that Let r = Ax-b. Prove that reprthogonal to Az minimizes llAz-b12. 3. (15 pts.) Let A e Rmxn be a full rank matrix, m > n. Suppose that Let r = Ax-b. Prove that reprthogonal to Az minimizes llAz-b12.
9. (2 pts per part) Let A be an m x n matrix, where m > n, and suppose that the rank of A is n (i.e., A has full column rank). Briefly justify your answers to each question below. a. Which two of the following statements are true? i. There are no vectors in Nul(A). ii. There is no basis for Nul(A). iii. dim(Nul(A)) = 0 iv. dim(Nul(A)) = m – n b. Are the columns of A a...
Let A be an m × n matrix, let x Rn and let 0 be the zero vector in Rm. (a) Let u, v є Rn be any two solutions of Ax 0, and let c E R. Use the properties of matrix-vector multiplication to show that u+v and cu are also solutions of Ax O. (b) Extend the result of (a) to show that the linear combination cu + dv is a solution of Ax 0 for any c,d...
Let A be an m x 7 matrix of rank r such that Null(A) is a plane, and Ax = b is always consistent. Then the rank r of A is The nullity of A The dimension of Col(A)) is m = Let T(v) = Av. Is T one-to-one? Is T onto? T: RP → R9, where p = and q = 5 2 5 5 No Yes 7 5 No Yes 3 2 0 1 Cannot be determined. Cannot...
Let A be an m × n matrix The image of A is the set of vectors m(A) = {y : y = Ax for some x E Rn). which is a vector space The dimension of im(A) is called the rank of A, denoted by rank(A) (a) Find the rank of the matrix -62 1110 142 441 100-234 -1786478 46 -115 -46 -46 69 -122 85 150 174 -685 and enter in the box below rank(A) in应答 评分: 01...
How can I get the (a) 3*2 matrix A? x 7. [30pts] Let V be the subspace of R consisting of vectors satisfying x- y+z = 0 y (a) Find a 3x2 matrix A whose column space is V and the entries a a1 0 = (b) Find an orthonormal basis for V by applying the Gram-Schmidt procedure (c) Find the projection matrix P projecting onto the left nullspace (not the column space) of A (d) Find an SVD (A...
Let A be an m x n matrix of unspecified rank. Let b e Rm, and let Prove that this infimum is attained. In other words, prove the existence of an ax for which l|Ax bll p. In this problem, the norm is an arbitrary one defined on Rm. Let A be an m x n matrix of unspecified rank. Let b e Rm, and let Prove that this infimum is attained. In other words, prove the existence of an...
Let A be an \(m \times n\) matrix of rank \(r\). Prove that there is a nonsingular \(m \times m\) matrix \(P\) and a nonsingular \(n \times n\) matrix \(Q\) such that the matrix \(B=P A Q=\left(b_{i j}\right)\) has entries \(b_{i i}=1\) for \(1 \leq i \leq r\) and all other entries \(b_{i j}=0\)
(a) Let A be a fixed mx n matrix. Let W := {x ER" : Ax = 0}. Prove that W is a subspace of R". (b) Consider the differential equation ty" – 3ty' + 4y = 0, t> 0. i. Let S represent the solution space of the differential equation. Is S a subspace of the vector space C?((0.00)), the set of all functions on the interval (0,0) having two continuous derivatives? Justify ii. Is the set {tº, Int}...
5. Let A be a 5 x 7 matrix with rank 4 (a) What is the dimension of the solution space of Ax = 0? Explain. (b) Does Ax b have a solution for all vectors bin R? Explain