Back to Invertibility

Exercise 12

Avg difficulty 2.5

We defined an n×nn\times n matrix to be invertible if there is a matrix BB such that AB=InAB=I_n. In this exercise, we will explain why it is also true that BA=IBA = I, which is the statement of this proposition. This means that, if B=A−1B=A^{-1}, then A=B−1A = B^{-1}.

  1. Suppose that x\xvec is an nn-dimensional vector. Since AB=IAB=I, explain why ABx=xAB\xvec = \xvec and use this to explain why the only vector for which Bx=0B\xvec = \zerovec is x=0\xvec = \zerovec.

  2. Explain why this implies that BB must be invertible. We will call the inverse CC so that BC=IBC = I.

  3. Beginning with AB=IAB = I, explain why B(AB)C=BICB(AB)C = BIC and why this tells us that BA=IBA = I.

Austin, Understanding Linear Algebra, §3.1 Invertibility, Exercise 12

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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.