Solving Systems with Inverses: Learn It 2

Finding the Multiplicative Inverse

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.

[latex]A=\left[\begin{array}{rrr}\hfill 1& \hfill & \hfill -2\\ \hfill 2& \hfill & \hfill -3\end{array}\right][/latex]

Augmenting with the Identity

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].

For example, given

[latex]A=\left[\begin{array}{rrr}\hfill 2& \hfill & \hfill 1\\ \hfill 5& \hfill & \hfill 3\end{array}\right][/latex]

augment [latex]A[/latex] with the identity

[latex]\left[\begin{array}{cc|cc}\hfill 2& \hfill 1& \hfill 1& \hfill 0\\ \hfill 5& \hfill 3& \hfill 0& \hfill 1\\ \end{array}\right][/latex]

Perform row operations with the goal of turning [latex]A[/latex] into the identity.

  1. Switch row 1 and row 2.
    [latex]\left[\begin{array}{cc|cc}\hfill 5& \hfill 3& \hfill 0& \hfill 1\\ \hfill 2& \hfill 1& \hfill 1& \hfill 0\\ \end{array}\right][/latex]
  2. Multiply row 2 by [latex]-2[/latex] and add to row 1.
    [latex]\left[\begin{array}{cc|cc}\hfill 1& \hfill 1& \hfill -2& \hfill 1\\ \hfill 2& \hfill 1& \hfill 1& \hfill 0\\ \end{array}\right][/latex]
  3. Multiply row 1 by [latex]-2[/latex] and add to row 2.
    [latex]\left[\begin{array}{cc|cc}\hfill 1& \hfill 1& \hfill -2& \hfill 1\\ \hfill 0& \hfill -1& \hfill 5& \hfill -2\\ \end{array}\right][/latex]
  4. Add row 2 to row 1.
    [latex]\left[\begin{array}{cc|cc}\hfill 1& \hfill 0& \hfill 3& \hfill -1\\ \hfill 0& \hfill -1& \hfill 5& \hfill -2\\ \end{array}\right][/latex]
  5. Multiply row 2 by [latex]-1[/latex].
    [latex]\left[\begin{array}{cc|cc}\hfill 1& \hfill 0& \hfill 3& \hfill -1\\ \hfill 0& \hfill 1& \hfill -5& \hfill 2\\ \end{array}\right][/latex]

The matrix we have found is [latex]{A}^{-1}[/latex].

[latex]{A}^{-1}=\left[\begin{array}{rrr}\hfill 3& \hfill & \hfill -1\\ \hfill -5& \hfill & \hfill 2\end{array}\right][/latex]

Find the inverse of the given matrix by augmenting with the identity.

[latex]A=\left[\begin{array}{rrr}\hfill 1& \hfill & \hfill -2\\ \hfill 2& \hfill & \hfill -3\end{array}\right][/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

[latex]A=\left[\begin{array}{rrr}\hfill a& \hfill & \hfill b\\ \hfill c& \hfill & \hfill d\end{array}\right][/latex]

the multiplicative inverse of [latex]A[/latex] is given by the formula

[latex]{A}^{-1}=\frac{1}{ad-bc}\left[\begin{array}{rrr}\hfill d& \hfill & \hfill -b\\ \hfill -c& \hfill & \hfill a\end{array}\right][/latex]

where [latex]ad-bc\ne 0[/latex].

 

If [latex]ad-bc=0[/latex], then [latex]A[/latex] has no inverse.

Use the formula to find the multiplicative inverse of

[latex]A=\left[\begin{array}{cc}1& -2\\ 2& -3\end{array}\right][/latex]