Chapter 10: Problem 7
Find the inverse of the matrix if it exists. \(\left[\begin{array}{ll}{5} & {3} \\ {3} & {2}\end{array}\right]\)
Short Answer
Expert verified
The inverse matrix is \( \begin{bmatrix} 2 & -3 \\ -3 & 5 \end{bmatrix} \).
Step by step solution
01
Calculate the Determinant
To find the inverse of a matrix, we first need to calculate its determinant. For a 2x2 matrix \( \begin{bmatrix} a & b \ c & d \end{bmatrix} \), the determinant is given by \( ad - bc \). Substitute the given values: \( (5)(2) - (3)(3) = 10 - 9 = 1 \). Since the determinant is not zero, an inverse exists.
02
Verify Matrix is Invertible
Since the determinant is 1, which is not zero, the matrix is invertible. A matrix without an inverse has a determinant of zero.
03
Find the Inverse Matrix Formula
For a 2x2 matrix \( \begin{bmatrix} a & b \ c & d \end{bmatrix} \) with a non-zero determinant, the inverse is given by \( \frac{1}{ad-bc} \begin{bmatrix} d & -b \ -c & a \end{bmatrix} \).
04
Compute the Inverse Matrix
Applying the inverse formula, with determinant equal to 1, the inverse of the matrix \( \begin{bmatrix} 5 & 3 \ 3 & 2 \end{bmatrix} \) is \( \begin{bmatrix} 2 & -3 \ -3 & 5 \end{bmatrix} \). Since the determinant is 1, no division is needed. Thus, the inverse is simply \( \begin{bmatrix} 2 & -3 \ -3 & 5 \end{bmatrix} \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Determinant Calculation
The determinant of a matrix is a special number that gives us important information about the matrix. For a 2x2 matrix, calculating the determinant is straightforward: you only need the four elements of the matrix. For any 2x2 matrix \( \begin{bmatrix} a & b \ c & d \end{bmatrix} \), the determinant is calculated using the formula:
- \( ad - bc \)
- Multiply 5 and 2 to get 10.
- Multiply 3 and 3 to get 9.
- Subtract the second product from the first: 10 - 9 = 1.
2x2 Matrix Inverse
Once the determinant has been calculated and confirmed to be non-zero, we can proceed to find the inverse of our 2x2 matrix. The formula to find the inverse of a 2x2 matrix, \( \begin{bmatrix} a & b \ c & d \end{bmatrix} \), with a non-zero determinant is:\[\frac{1}{ad-bc} \begin{bmatrix} d & -b \ -c & a \end{bmatrix}\]For our exercise, we already know the determinant \( ad-bc = 1 \). By plugging in the elements of our matrix:
- Replace \( a \) with 5, \( b \) with 3, \( c \) with 3, and \( d \) with 2 in the formula.
- Rearrange these elements as \( \begin{bmatrix} 2 & -3 \ -3 & 5 \end{bmatrix} \).
- Since the determinant is 1, dividing by 1 does not change these values.
Invertible Matrix Criteria
If you're dealing with matrices, it's crucial to know when a matrix is invertible. A matrix is considered invertible if it has an inverse, meaning you can "undo" its effects by multiplying it by its inverse. For a 2x2 matrix, the determinant plays a key role in determining invertibility.Key criteria include:
- The determinant must not be zero. If \( ad-bc = 0 \), the matrix doesn't have an inverse.
- A non-zero determinant means that the matrix is full rank, which implies it is invertible.