We can now determine whether two matrices are inverses, but how would we find the inverse of a given matrix?
There are several methods to accomplish this, each with its own advantages and applications. Understanding these techniques will provide you with a solid foundation for solving systems of linear equations and other matrix-related problems. Let’s dive into the different approaches to finding the inverse of a matrix!
Matrix Multiplication
Since we know that the product of a matrix and its inverse is the identity matrix, we can find the inverse of a matrix by setting up an equation using matrix multiplication.
Use matrix multiplication to find the inverse of the given matrix.
Next, set up a system of equations with the entry in row 1, column 1 of the new matrix equal to the first entry of the identity, 1. Set the entry in row 2, column 1 of the new matrix equal to the corresponding entry of the identity, which is 0.
Using row operations, multiply and add as follows: [latex]\left(-2\right){R}_{1}+{R}_{2}\to {R}_{2}[/latex]. Add the equations, and solve for [latex]c[/latex].
[latex]\begin{array}{r}\hfill a - 2\left(-2\right)=1\\ \hfill a+4=1\\ \hfill a=-3\end{array}[/latex]
Write another system of equations setting the entry in row 1, column 2 of the new matrix equal to the corresponding entry of the identity, 0. Set the entry in row 2, column 2 equal to the corresponding entry of the identity.
Using row operations, multiply and add as follows: [latex]\left(-2\right){R}_{1}+{R}_{2}={R}_{2}[/latex]. Add the two equations and solve for [latex]d[/latex].
Another way to find the multiplicative inverse is by augmenting with the identity. When matrix [latex]A[/latex] is transformed into [latex]I[/latex], the augmented matrix [latex]I[/latex] transforms into [latex]{A}^{-1}[/latex].
[latex]\begin{array}{l} \text{1. Augment } A \text{ with the identity matrix:} \\ \left[\begin{array}{cc|cc} 1 & -2 & 1 & 0 \\ 2 & -3 & 0 & 1 \\ \end{array}\right] \\ \\ \text{2. Perform row operations with the goal of turning } A \text{ into the identity matrix.} \\ \text{First, multiply row 1 by } -2 \text{ and add to row 2:} \\ \left[\begin{array}{cc|cc} 1 & -2 & 1 & 0 \\ 2 & -3 & 0 & 1 \\ \end{array}\right] \rightarrow \left[\begin{array}{cc|cc} 1 & -2 & 1 & 0 \\ 0 & 1 & -2 & 1 \\ \end{array}\right] \\ \\ \text{Next, multiply row 2 by } 2 \text{ and add to row 1:} \\ \left[\begin{array}{cc|cc} 1 & -2 & 1 & 0 \\ 0 & 1 & -2 & 1 \\ \end{array}\right] \rightarrow \left[\begin{array}{cc|cc} 1 & 0 & -3 & 2 \\ 0 & 1 & -2 & 1 \\ \end{array}\right] \\ \\ \text{3. The matrix we have found is } A^{-1} : \\ A^{-1} = \left[\begin{array}{rr} -3 & 2 \\ -2 & 1 \\ \end{array}\right] \\ \end{array}[/latex]
Inverse Formula
When we need to find the multiplicative inverse of a [latex]2\times 2[/latex] matrix, we can use a special formula instead of using matrix multiplication or augmenting with the identity.
multiplicative inverse of 2×2 matrices formula
If [latex]A[/latex] is a [latex]2\times 2[/latex] matrix, such as