Definition (Subspace)
A subspace of a vector space is a subset that, together with the addition and scalar multiplication on , is itself a vector space.
Remark
If are subspaces, then and . If and then and the same for . Therefore, the union of and is also contained in . In fact, is the smallest subspace containing .
Proposition (Criterion for being a subspace)
A subset is a Subspace of if
Proposition (Sum of subspaces is a subspace)
If are subspaces of , then is a subspace of V
Proposition ( is the smallest subspace containing )
If are subspaces such that , then .
Proposition (The span of vectors is a subspace)
If is a vector space, and , then is a subspace of , and is the smallest subspace containing the vectors .