State the ranknullity theorem and use it to prove that any s
State the rank-nullity theorem and use it to prove that any surjective linear operator on R2 is injective.
Solution
Rank-Nullity Theorem:
Let V and W be finite dimensional vector spaces over the field F. Let T: V W be a linear mapping. Then Ker T is a subspace of V. The dimension of Ker T is called the nullity of T. Im T is a subspace of W. The dimension of Im T is called the rank of T.
Both Ker T and Im T are finite dimensional as V and W are finite dimensional vector spaces. Then,
Nullity (T) + Rank (T) = dim V
Let T: R2 R2 be a linear mapping. Given that T is surjective. Therefore, Im T = R2
This implies, Rank (T) = dim R2 = 2
Using Rank-Nullity Theorem, we get, Nullity (T) + 2 = dim R2 = 2
Which implies, Nullity (T) = 2 – 2 = 0
Therefore, Ker T = {0} where 0 is the zero vector
This implies, T is injective. (Proved)
