The invertible matrix theorem applies to two vector spaces with the same dimension. The theorem is built from facts relating inverses and the Algebra of functions. We begin with the following proposition:
Given a linear map , if is:
- Right invertible, then is surjective;
- Left invertible, then is injective;
- Invertible, then is bijective.
In fact, each of these statements is a biconditional:
- If is surjective, then is right invertible.
- If is injective, then is left invertible.
- If is bijective, then is invertible.
#wip check that these are matched correctly
The invertible matrix theorem follows:
Theorem: Invertible matrix
If is a linear map between two vector spaces of the same dimension, then