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Solve system of equations with inverse matrix |
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| May19-09, 09:04 AM | #1 |
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Solve system of equations with inverse matrix
1. The problem statement, all variables and given/known data
Find the inverse matrix of A, then use this inverse to solve system of equation. A is a given 3 x 3 matrix and the system of equations is 3 equations in 3 unknowns. 2. Relevant equations 3. The attempt at a solution I have found the inverse of A using an augmented identity matrix. Checked this inverse by taking product of A and inverse A and got identity matrix. The system of equations is something like this (these are not the actual values): 6x - 2y = 10 14x - 4y + 4z = 3 6x - 2y + 2z = 14 Now when I take the product of inverse A and [10 3 14] to solve for x, y and z, putting these values into the original equations does not hold. I was told to try re-arrange the equations and compare to the inverse matrix, but can't seem to find a solution. Note that by swapping 2 rows in my inverse matrix the co-effiecients of the unkowns in the system of equations are the same as the entries in the matrix. Gee I hope that made sense. |
| May19-09, 09:23 AM | #2 |
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Mentor
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Without knowing what the system of equations is, it's not possible to know whether the system is inconsistent or you have made a mistake. If you have matrix equation A[x y z]T = [c1 c2 c3]T, and A has an inverse, then the solution to the matrix equation is [x y z]T = A-1[c1 c2 c3]T.
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| May19-09, 10:06 AM | #3 |
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Recognitions:
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It would be helpful if you showed us what you took as A and whether or not you inverted it correctly.
To repeat what Mark said in a slightly less abstract manner, this is the system you're trying to solve: [tex] \left( \begin{matrix} 6 & -2 & 0 \\ 14 & -4 & 4 \\ 6 & -2 & 2 \end{matrix}\right) \left( \begin{matrix} x \\ y \\ z \end{matrix}\right) =\left( \begin{matrix} 10 \\ 3 \\14\end{matrix}\right) [/tex] Did you take the matrix on the left hand side as A? |
| May19-09, 08:09 PM | #4 |
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Solve system of equations with inverse matrix[tex] A = \left( \begin{matrix} 1 & 0 & -2 \\ 3 & 1 & -6 \\ 0 & 1 & 1 \end{matrix}\right) [/tex] And produce this inverse: [tex]A^{-1} = \left( \begin{matrix} 7 & -2 & 2 \\ -3 & 1 & 0 \\ 3 & -1 & 1 \end{matrix}\right) [/tex] now I must use this inverse to solve the system. This is a 2 part question, each part with a system to solve. Part a works with this inverse. Part b (the system given in this thread) does not. The actual given system is: 3x - y = 5 7x - 2y + 2z = 3 3x - y + z = 7 Using row operations I get to row-echelon form and use back substitution to get z = 2, y = -38 and x = -11 and the original equations hold. Using the inverse matrix gives z = 19, y = -12 and x = 43 and using these the original equations do not hold. I do this: [tex]\left( \begin{matrix} x & y & z \end{matrix}\right) = \left( \begin{matrix} 7 & -2 & 2 \\ -3 & 1 & 0 \\ 3 & -1 & 1 \end{matrix}\right) \left( \begin{matrix} 5 & 3 & 7 \\ \end{matrix}\right)[/tex] The co-efficients in the system are almost the same as the entries in the inverse matrix. |
| May19-09, 09:24 PM | #5 |
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Recognitions:
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3x - y = 5
7x - 2y + 2z = 3 3x - y + z = 7 Re-write this as 7x - 2y + 2z = 3 -3x + y = -5 3x-y+z=7 Now write down this in the matrix for AX=B. Take a look at the matrix A and the inverse you calculated before. |
| May20-09, 02:51 AM | #6 |
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If AX = B, then A is the co-efficients, B is the numbers after the equals, X is the vector (x y z) but where does the inverse come into the story? |
| May20-09, 10:34 AM | #7 |
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rock.freak667 had the solution.
3x - y = 5 7x - 2y + 2z = 3 3x - y + z = 7 Re-write this as 7x - 2y + 2z = 3 -3x + y = -5 3x-y+z=7 By letting B = the co-efficients of the system then B = inverse A, so A = inverse B. then, Bx = b, where b = [3 -5 7] so, x = inverse B b thus x = A b solving this for x, y and z and checking original system holds. YES!!! Thanks to everyone for the help. |
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