(4) Q4a) Find the QR factorization of the matrix 13 3 -1 1 7 -4 2 1 -1 b) Test using the spectral method or suitable matrix norms, the guaranteed convergence of Gauss Jacobi method for the following system (2) 1x + 4z = 8 4y + 2z = 9 4.0 + 2y - 2z = 10
In this exercise, you will work with a QR factorization of an mxn matrix. We will proceed in the way that is chosen by MATLAB, which is different from the textbook presentation. An mxn matrix A can be presented as a product of a unitary (or orthogonal) mxm matrix Q and an upper-triangular m × n matrix R, that is, A = Q * R . Theory: a square mxm matrix Q is called unitary (or orthogona) if -,or equivalently,...
2 9 11 and b (1 point) Let A -6 The QR factorization of the matrix A is given by: 2 1 6 17 äv2 3 1 1 0 3 2 3 21 V2 3 áva (a) Applying the QR factorization to solving the least squares problem Ax b gives the system: X = 0 2 3 (b) Use backsubstitution to solve the system in part (a) and find the least squares solution. x=
Implement the following simple version of QR iteration with shifts for computing the eigenvalues of a general real matrix A Repeat until convergence: 1. o an,n (use corner entry shift) C as 2. Compute QR factorization QR= A- oI 3. A RQ ol (These steps will be casy if you use a package such as MATLAB but more involved if library routine for the QR factorization or write your own.) What convergence test should you use? Test your program on...
2 3 3. Let A = 2 4 and b = 3 . Find QR factorization of A. (1 1
7. Find the QR factorization of 3 6 -37 A = 14 8 6 0 4 5
Problem 2 (a) Find the LU factorization of the following matrix, then verify your answer by computing LU -1 4 5 a) 6 2 -4 1 -21 (b) Find the determinants of the following matrices. Show all your calculations and steps: [-1 4 51 a)6 2 -4b) 0 6 8 2 -4 3 3 2 6 8 10
linear algebra
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(3) Find the QR factorization of A. T 2 31 2 4 1,b= 1 1 1 [1] 2 1 Given: A =
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2 -6 4 -4 0 -4 6 1. Define A = 8 01 . Determine, by hand, the LU factorization, of A. You may of course check your answer using appropriate technology tools. Then use your result to solve the system of equations Ax b, where b--4 2 0 5 2 2. Suppose A-6 -3 133Even though A is not square, it has an LU factorization A LU, 4 9 16 17 where L and...
(4 points) 3 3 -2 Find the LU factorization of the 3 x 3 matrix A3 5 6 -12 20 22 and use it to solve the system 13 #2 | = 1-23 -88 T1 3 5 6 12 20 22 C3