Chapter 3: Problem 6
Find the inverse of the given matrix (if it exists ) using Theorem 3.8. $$\left[\begin{array}{cc} \sqrt{2} / 2 & -\sqrt{2} \\ 2 \sqrt{2} & \sqrt{2} \end{array}\right]$$
Short Answer
Expert verified
The inverse of the matrix is \(\begin{bmatrix} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\ \frac{-2\sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{bmatrix}\).
Step by step solution
01
Determine the Determinant
Given matrix is \[A = \left[\begin{array}{cc} \frac{\sqrt{2}}{2} & -\sqrt{2} \2 \sqrt{2} & \sqrt{2} \end{array}\right]\]The determinant of a 2x2 matrix \( \left[\begin{array}{cc} a & b \ c & d \end{array}\right] \) is calculated by \( ad - bc \).Here, \( a = \frac{\sqrt{2}}{2} \), \( b = -\sqrt{2} \), \( c = 2\sqrt{2} \), \( d = \sqrt{2} \).The determinant \( \Delta \) is:\[\Delta = \left(\frac{\sqrt{2}}{2}\right)(\sqrt{2}) - (-\sqrt{2})(2\sqrt{2})\]
02
Calculate the Determinant
Compute the determinant calculated in Step 1:\[\Delta = \frac{\sqrt{2} \cdot \sqrt{2}}{2} + 2 \cdot \sqrt{2} \cdot \sqrt{2} = \frac{2}{2} + 4 = 1 + 4 = 5\]So, \( \Delta = 5 \). This non-zero value indicates the matrix is invertible.
03
Find the Adjugate Matrix
The adjugate (or adjoint) of the given matrix\[A = \left[\begin{array}{cc} \frac{\sqrt{2}}{2} & -\sqrt{2} \2 \sqrt{2} & \sqrt{2} \end{array}\right]\]is obtained by swapping its diagonal elements and changing the sign of its off-diagonal elements, resulting in:\[\text{adj}(A) = \left[\begin{array}{cc} \sqrt{2} & \sqrt{2} \-2 \sqrt{2} & \frac{\sqrt{2}}{2} \end{array}\right]\]
04
Calculate the Inverse Matrix
The inverse of matrix \( A \) is given by:\[A^{-1} = \frac{1}{\Delta} \cdot \text{adj}(A)\]Substitute \( \Delta = 5 \) and \( \text{adj}(A) \):\[A^{-1} = \frac{1}{5} \cdot \left[\begin{array}{cc} \sqrt{2} & \sqrt{2} \-2 \sqrt{2} & \frac{\sqrt{2}}{2} \end{array}\right]\]Simplify:\[A^{-1} = \left[\begin{array}{cc} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2 \sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{array}\right]\]
05
Verify the Solution
To confirm the inverse is correct, multiply \( A \) by \( A^{-1} \) and check if it results in the identity matrix \( I \).Multiply:\[\left[\begin{array}{cc} \frac{\sqrt{2}}{2} & -\sqrt{2} \2 \sqrt{2} & \sqrt{2} \end{array}\right] \cdot \left[\begin{array}{cc} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2 \sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{array}\right]\]The resulting matrix will be the identity matrix:\[\left[\begin{array}{cc} 1 & 0 \ 0 & 1 \end{array}\right]\] confirming our solution is correct.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Determinant Calculation
Understanding how to calculate a determinant is crucial for finding the inverse of a matrix. In this exercise, we have a 2x2 matrix:\[A = \begin{bmatrix} \frac{\sqrt{2}}{2} & -\sqrt{2} \2\sqrt{2} & \sqrt{2} \end{bmatrix}\]
For a 2x2 matrix, the formula to compute the determinant \( \Delta \) is given by:\[\Delta = ad - bc\]where \( a, b, c, \) and \( d \) are the elements of the matrix. In our matrix:
For a 2x2 matrix, the formula to compute the determinant \( \Delta \) is given by:\[\Delta = ad - bc\]where \( a, b, c, \) and \( d \) are the elements of the matrix. In our matrix:
- \( a = \frac{\sqrt{2}}{2} \)
- \( b = -\sqrt{2} \)
- \( c = 2\sqrt{2} \)
- \( d = \sqrt{2} \)
Adjugate Matrix
Calculating an adjugate matrix is a vital step towards finding the inverse of a matrix. The adjugate matrix, often called the adjoint, is formed by taking the transpose of the cofactor matrix. For a 2x2 matrix, the process is straightforward:
Consider the original matrix:\[A = \begin{bmatrix} \frac{\sqrt{2}}{2} & -\sqrt{2} \2\sqrt{2} & \sqrt{2} \end{bmatrix}\]
The adjugate of matrix \( A \), denoted as \( \text{adj}(A) \), can be quickly found by swapping the diagonal elements and changing the signs of the off-diagonal elements. Thus:
1. Swap the diagonal elements:
Consider the original matrix:\[A = \begin{bmatrix} \frac{\sqrt{2}}{2} & -\sqrt{2} \2\sqrt{2} & \sqrt{2} \end{bmatrix}\]
The adjugate of matrix \( A \), denoted as \( \text{adj}(A) \), can be quickly found by swapping the diagonal elements and changing the signs of the off-diagonal elements. Thus:
1. Swap the diagonal elements:
- \( \sqrt{2} \) becomes the new first element, and \( \frac{\sqrt{2}}{2} \) becomes the new bottom-right element.
- \( -\sqrt{2} \) becomes \( \sqrt{2} \)
- \( 2\sqrt{2} \) becomes \( -2\sqrt{2} \)
Inverse Matrix Verification
Verifying the inverse matrix confirms that our calculations were correct and that our inverse matrix is valid. After calculating the inverse matrix \( A^{-1} \), we check its validity by multiplying it with the original matrix \( A \). If the result is the identity matrix, our inverse is correct. The identity matrix for a 2x2 has ones on the diagonal and zeros elsewhere:\[I = \begin{bmatrix} 1 & 0 \0 & 1 \end{bmatrix}\]
For our example, we calculated the inverse as:\[A^{-1} = \frac{1}{5} \begin{bmatrix} \sqrt{2} & \sqrt{2} \-2\sqrt{2} & \frac{\sqrt{2}}{2} \end{bmatrix} = \begin{bmatrix} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2\sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{bmatrix}\]
Now, verify by multiplying with the original matrix:\[\begin{bmatrix} \frac{\sqrt{2}}{2} & -\sqrt{2} \2\sqrt{2} & \sqrt{2} \end{bmatrix} \cdot \begin{bmatrix} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2\sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{bmatrix} = \begin{bmatrix} 1 & 0 \0 & 1 \end{bmatrix}\]
If this multiplication results in the identity matrix, our work verifies that the calculated inverse is correct and that all steps to find \( A^{-1} \) were executed properly.
For our example, we calculated the inverse as:\[A^{-1} = \frac{1}{5} \begin{bmatrix} \sqrt{2} & \sqrt{2} \-2\sqrt{2} & \frac{\sqrt{2}}{2} \end{bmatrix} = \begin{bmatrix} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2\sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{bmatrix}\]
Now, verify by multiplying with the original matrix:\[\begin{bmatrix} \frac{\sqrt{2}}{2} & -\sqrt{2} \2\sqrt{2} & \sqrt{2} \end{bmatrix} \cdot \begin{bmatrix} \frac{\sqrt{2}}{5} & \frac{\sqrt{2}}{5} \\frac{-2\sqrt{2}}{5} & \frac{\sqrt{2}}{10} \end{bmatrix} = \begin{bmatrix} 1 & 0 \0 & 1 \end{bmatrix}\]
If this multiplication results in the identity matrix, our work verifies that the calculated inverse is correct and that all steps to find \( A^{-1} \) were executed properly.