Linear Transformation of Vector Space Equivalent Statements

Theorem
Let $G$ and $H$ be $n$-dimensional vector spaces.

Let $\phi: G \to H$ be a linear transformation.

Then these statements are equivalent:
 * $(1): \quad \phi$ is an isomorphism.


 * $(2): \quad \phi$ is a monomorphism.


 * $(3): \quad \phi$ is an epimorphism.


 * $(4): \quad \phi \left({B}\right)$ is a basis of $H$ for every basis $B$ of $G$.


 * $(5): \quad \phi \left({B}\right)$ is a basis of $H$ for some basis $B$ of $G$.

Proof

 * $(1)$ implies $(2)$ by definition.


 * $(2)$ implies $(4)$ by Linear Transformation of Vector Space Monomorphism and Results concerning Generators and Bases of Vector Spaces.


 * $(4)$ implies $(5)$ by basic logic.


 * Suppose $\phi \left({B}\right)$ is a basis of $H$.

Then the image of $\phi$ is a subspace of $H$ generating $H$ and hence is $H$ itself.

Thus $(5)$ implies $(3)$.


 * Finally, $(3)$ implies that $\phi$ is injective.

If $\phi$ is surjective, the dimension of its kernel is $0$ by Sum of Nullity and Rank of Linear Transformation.

Hence $\phi$ is an isomorphism and therefore $(3)$ implies $(1)$.