Generator of Vector Space Contains Basis
From ProofWiki
Theorem
Let $G$ be a vector space of $n$ dimensions.
Every generator for $G$:
- $(1): \quad$ has at least $n$ elements;
- $(2): \quad$ contains a basis for $G$;
- $(3): \quad$ is a basis for $G$ iff it contains exactly $n$ elements.
Proof
From Linearly Independent Subset of Basis of Vector Space, Bases of Finitely Generated Vector Space and Basis of Vector Space is Linearly Independent and a Generator, all we need to do is show that every infinite generator $S$ for $G$ contains a finite generator.
Let $\left \langle {a_n} \right \rangle$ be an ordered basis of $G$.
For each $k \in \left[{1 .. n}\right]$ there is a finite subset $S_k$ of $S$ such that $a_k$ is a linear combination of $S_k$.
Hence $\displaystyle \bigcup_{k=1}^n S_k$ is a finite subset of $S$ generating $G$, for the subspace it generates contains $\left\{{a_1, \ldots, a_n}\right\}$ and hence is $G$.
$\blacksquare$
Sources
- Seth Warner: Modern Algebra (1965): $\S 27$: Theorem $27.14$