Images and preimages of subspaces under linear maps
Linear maps send subspaces to subspaces and pull back subspaces to subspaces
Images and preimages of subspaces under linear maps
Proposition. Let be a linear operator between vector spaces.
- If is a linear subspace , then is a linear subspace.
- If is a linear subspace, then the preimage is a linear subspace of .
In particular, and from image/kernel are subspaces.
Proof sketch. For (1), use and and closure of . For (2), if then by closure of ; similarly for scalars.