Chapter 10: Problem 10
Find the inverse of the matrix if it exists. \(\left[\begin{array}{rr}{-7} & {4} \\ {8} & {-5}\end{array}\right]\)
Short Answer
Expert verified
The inverse is \[ \begin{bmatrix} -\frac{5}{3} & -\frac{4}{3} \\ -\frac{8}{3} & -\frac{7}{3} \end{bmatrix} \].
Step by step solution
01
Calculate the Determinant
To find the inverse of a 2x2 matrix \(A = \begin{bmatrix} a & b \ c & d \end{bmatrix}\), we first need to find its determinant. The determinant is given by the formula \(ad - bc\). For the given matrix \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\), the determinant is calculated as \((-7)(-5) - (4)(8) = 35 - 32 = 3\).
02
Check if the Determinant is Non-Zero
The matrix is invertible if and only if its determinant is non-zero. Since the determinant calculated in Step 1 is 3, which is non-zero, the matrix is invertible.
03
Apply the Inverse Formula
The inverse of a 2x2 matrix \( \begin{bmatrix} a & b \ c & d \end{bmatrix} \) is \( \frac{1}{ad-bc} \begin{bmatrix} d & -b \ -c & a \end{bmatrix} \). Substitute the given values to get: \[ \frac{1}{3} \begin{bmatrix} -5 & -4 \ -8 & -7 \end{bmatrix} \].
04
Simplify the Inverse Matrix
Multiply each element of the matrix by \(\frac{1}{3}\): \[ \begin{bmatrix} -\frac{5}{3} & -\frac{4}{3} \ -\frac{8}{3} & -\frac{7}{3} \end{bmatrix} \]. This is the inverse of the given matrix.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Understanding a 2x2 Matrix
A 2x2 matrix is one of the simplest types of matrices and is represented by a square array consisting of two rows and two columns. Each element within the matrix is denoted by a variable or numerical value. For example, the matrix given in the exercise: \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix} \) contains four distinct elements: -7, 4, 8, and -5. These elements can be labeled as follows:
- -7 is in the position \(a_{11}\)
- 4 is in the position \(a_{12}\)
- 8 is in the position \(a_{21}\)
- -5 is in the position \(a_{22}\)
Determinant of a Matrix
The determinant of a matrix is a special number that holds valuable information about the matrix. For a 2x2 matrix \(\begin{bmatrix} a & b \ c & d \end{bmatrix}\), the determinant is calculated using the formula: \(ad - bc\). This simple calculation determines the scalar value that can provide insights into the matrix's properties.
For our matrix example, \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\), the determinant is computed as \((-7 \times -5) - (4 \times 8) = 35 - 32 = 3\).
A non-zero determinant suggests that a matrix is invertible, meaning accessing the matrix's inverse is possible. A zero determinant indicates no such inverse exists.
For our matrix example, \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\), the determinant is computed as \((-7 \times -5) - (4 \times 8) = 35 - 32 = 3\).
A non-zero determinant suggests that a matrix is invertible, meaning accessing the matrix's inverse is possible. A zero determinant indicates no such inverse exists.
Matrix Inversion Steps
Finding the inverse of a 2x2 matrix involves a few critical steps, relying largely on the determinant calculated earlier. The process adheres to a specific formula: \(\frac{1}{ad-bc}\begin{bmatrix} d & -b \ -c & a \end{bmatrix}\), where \(a, b, c,\) and \(d\) are the elements of the matrix.
In our given case, the elements of the matrix \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\) spill into the formula as follows:
Effectively, the final inverse is given by multiplying each element of this resulting matrix by the scalar fraction: \(\begin{bmatrix} -\frac{5}{3} & -\frac{4}{3} \ -\frac{8}{3} & -\frac{7}{3} \end{bmatrix} \).
In our given case, the elements of the matrix \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\) spill into the formula as follows:
- Determine the scalar reciprocal of the determinant found in previous steps, \(\frac{1}{3}\).
- Plug the matrix's elements into the inversion matrix form: \(\begin{bmatrix} -5 & -4 \ -8 & -7 \end{bmatrix} \).
Effectively, the final inverse is given by multiplying each element of this resulting matrix by the scalar fraction: \(\begin{bmatrix} -\frac{5}{3} & -\frac{4}{3} \ -\frac{8}{3} & -\frac{7}{3} \end{bmatrix} \).
Understanding an Invertible Matrix
An invertible matrix is a matrix that can be reversed through matrix multiplication to yield the identity matrix. To determine whether a matrix is invertible, its determinant must be examined.
If the determinant is non-zero, the matrix qualifies as invertible. This essentially means the matrix has an inverse; a mathematical result akin to finding "division" in matrix terms.
For a 2x2 matrix like \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\), the determinant was calculated to be 3, which is non-zero. This confirms the matrix is indeed invertible. In such cases, the matrix's inverse can be used to solve various linear equations, making it a powerful tool in algebra and beyond.
If the determinant is non-zero, the matrix qualifies as invertible. This essentially means the matrix has an inverse; a mathematical result akin to finding "division" in matrix terms.
For a 2x2 matrix like \(\begin{bmatrix} -7 & 4 \ 8 & -5 \end{bmatrix}\), the determinant was calculated to be 3, which is non-zero. This confirms the matrix is indeed invertible. In such cases, the matrix's inverse can be used to solve various linear equations, making it a powerful tool in algebra and beyond.
- An invertible matrix must be square—it has the same number of rows and columns.
- This property is particularly useful in applications such as systems of equations, computer graphics, and cryptography.