| New Reply |
A = QR Decomposition |
Share Thread | Thread Tools |
| Jul27-12, 12:21 AM | #1 |
|
|
A = QR Decomposition
1. The problem statement, all variables and given/known data
Decompose the following matrix using QR decomposition \begin{bmatrix} 4 & 1 \\ 3 & -1 \end{bmatrix} the answer is \begin{bmatrix} .8 & .6 \\ .6 & .8 \end{bmatrix} The following matrix is supposed to be next to the previous but I can't figure out how to do that. Any help in that area would be appreciated. \begin{bmatrix} 5 & .2 \\ 0 & 1.4 \end{bmatrix} 2. Relevant equations [tex] c_2 = (v_2 * u_1)q_1 + \parallel w_2 \parallel q_2 [/tex] 3. The attempt at a solution I was able to get the first part of the answer \begin{bmatrix} .8 & \\ .6 & \end{bmatrix} It's the second part \begin{bmatrix} .6 & \\ -.8 & \end{bmatrix} that i'm having trouble with. I'm also not worried about the R part right now. Ok, let's plug the numbers into this equation: [tex] c_2 = (v_2 * u_1)q_1 + \parallel w_2 \parallel q_2 [/tex] [tex]v_2 * u_1 = .2 [/tex] [tex] c_2 = \begin{bmatrix} 1 & \\ -1 & \end{bmatrix} [/tex] [tex] \parallel w_2 \parallel = -49/25 [/tex] Therefore, [tex] \begin{bmatrix} 1 & \\ -1 & \end{bmatrix} = .2 \begin{bmatrix} .8 & \\ .6 & \end{bmatrix} - 49/25q_2 [/tex] step two [tex] \begin{bmatrix} 1 & \\ -1 & \end{bmatrix} = \begin{bmatrix} 4/25 & \\ 3/25 & \end{bmatrix} - 49/25q_2 [/tex] step three [tex] \begin{bmatrix} (25-4)/25 & \\ (-25-3)/25 & \end{bmatrix} = 49/25q_2[/tex] step four [tex] \begin{bmatrix} 21/49 & \\ -28/49 & \end{bmatrix} = q_2[/tex] The answer is supposed to be [tex] \begin{bmatrix} .6 & \\ -.8 & \end{bmatrix} = q_2 [/tex] So I made an error somewhere. |
| Jul27-12, 10:19 PM | #2 |
|
|
It's tough to follow because you haven't defined every symbol, but ##q_2## should have unit norm. If you properly normalize your result, you'll find that it agrees with the solution.
|
| Jul27-12, 11:23 PM | #3 |
|
|
|
| Jul28-12, 12:14 AM | #4 |
|
|
A = QR Decomposition
To normalize a vector q is to find q / ||q||. Bascially, it means to scale the vector so that it lies on the unit sphere.
|
| Jul28-12, 12:26 AM | #5 |
|
|
amazing it worked! i was skeptical that it would but it did!
|
| New Reply |
| Thread Tools | |
Similar Threads for: A = QR Decomposition
|
||||
| Thread | Forum | Replies | ||
| if a mxn matrix A, m>=n has a reduced QR-decomposition | Linear & Abstract Algebra | 4 | ||
| Jordan Decomposition to Schur Decomposition | Calculus & Beyond Homework | 1 | ||
| LU decomposition | Calculus & Beyond Homework | 5 | ||
| RQ decomposition from QR decomposition | Linear & Abstract Algebra | 1 | ||
| V of gas from decomposition | Introductory Physics Homework | 7 | ||