We defined an matrix to be invertible if there is a matrix such that . In this exercise, we will explain why it is also true that , which is the statement of this proposition. This means that, if , then .
Suppose that is an -dimensional vector. Since , explain why and use this to explain why the only vector for which is .
Explain why this implies that must be invertible. We will call the inverse so that .
Beginning with , explain why and why this tells us that .
Austin, Understanding Linear Algebra, §3.1 Invertibility, Exercise 12