Back to Invertibility

Exercise 5

Avg difficulty 2.5

If a matrix AA is invertible, there is a sequence of row operations that transforms AA into the identity matrix II. We have seen that every row operation can be performed by matrix multiplication. If the jthj^{th} step in the Gaussian elimination process is performed by multiplying by EjE_j, then we have Ep⋯E2E1A=IE_p\cdots E_2E_1 A = I, which means that A−1=Ep⋯E2E1A^{-1} = E_p\cdots E_2E_1. For each of the following matrices, find a sequence of row operations that transforms the matrix to the identity II. Write the matrices EjE_j that perform the steps and use them to find A−1A^{-1}.

  1. A=[020−300001]A = \left[\begin{array}{rrr} 0 & 2 & 0 \\ -3 & 0 & 0 \\ 0 & 0 & 1 \\ \end{array}\right].

  2. A=[100021000−3100021]A = \left[\begin{array}{rrrr} 1 & 0 & 0 & 0 \\ 2 & 1 & 0 & 0 \\ 0 & -3 & 1 & 0 \\ 0 & 0 & 2 & 1 \\ \end{array}\right].

  3. A=[111011002]A = \left[\begin{array}{rrr} 1 & 1 & 1 \\ 0 & 1 & 1 \\ 0 & 0 & 2 \\ \end{array}\right].

Austin, Understanding Linear Algebra, §3.1 Invertibility, Exercise 5

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Adapted from Understanding Linear Algebra © 2023 David Austin. Licensed under CC BY 4.0. Source: Understanding Linear Algebra. Imported at revision 3e6dced.