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Every vector space has a basis
Statement
Assume the Axiom of Choice, through Zorn's lemma gives a basis between any linearly independent set and any spanning set containing it: if with independent and , there is a basis of with . Then every vector space over a field (Vector space over a field) has a basis (Basis of a vector space: a linearly independent spanning subset; and ordered basis: an injective finite list whose image is a basis).
In particular the zero space has a basis, namely .
Facts & Assumptions
Given: A field and a vector space over .
if and only if is a linear subspace of , and is a linear subspace of itself (The span is monotone and idempotent, exactly when is a linear subspace, and , claim 4, Linear subspace of a vector space, Linear combination of a finite list, and the span as the smallest linear subspace containing ).
If with linearly independent and , there is a basis of with (Zorn's lemma gives a basis between any linearly independent set and any spanning set containing it: if with independent and , there is a basis of with ).
Proof
is a linear subspace of itself, so : the whole space satisfies the three closure conditions trivially, and the span of a linear subspace is that subspace.
The empty set is linearly independent and .
By steps 1.1 and 1.2 the extension theorem applies with and , and yields a basis of with ; so has a basis. When the basis produced is , the only linearly independent subset of that space.
Remarks
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The converse is a theorem of Blass, and it is not proved here. The implication proved above runs from the Axiom of Choice, through Zorn's lemma, to the existence of bases. The opposite implication also holds: the statement that every vector space over every field has a basis implies the Axiom of Choice. That is a hard result of Andreas Blass, published in 1984 as "Existence of bases implies the axiom of choice"; this library does not prove it, does not use it, and nothing here rests on it. It is recorded because it fixes the exact strength of the statement above: existence of bases is not merely a consequence of choice, it is equivalent to it over ZF. The reference is listed in the sources of this item.
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Where the choice is spent. In Zorn's lemma, once, and nowhere else on this page. Every other existence statement here is explicit: the standard basis of (The standard list with and for is an ordered basis of ; hence , and is the zero space with basis and dimension ) is written down, and so is the infinite basis of the eventually zero families on the companion page. The contrast between those and the present corollary — which produces a basis of over while exhibiting none, as the companion page records — is the point of keeping them on the same page.
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This says nothing about the size of the basis. For a space with no finite basis, Finite-dimensional vector space, and its dimension ; infinite-dimensional means having no finite basis assigns no dimension at all, and the corollary correspondingly asserts only existence.
Depends on
- Zorn's lemma gives a basis between any linearly independent set and any spanning set containing it: if $L \subseteq S \subseteq V$ with $L$ independent and $\operatorname{span}(S) = V$, there is a basis $B$ of $V$ with $L \subseteq B \subseteq S$
- Basis of a vector space: a linearly independent spanning subset; and ordered basis: an injective finite list whose image is a basis
- Linear independence: a finite list $v : n \to V$ is independent when $\sum_{i<n} \lambda_i v_i = 0_V$ forces every $\lambda_i = 0_F$, and a subset $S \subseteq V$ is independent when every injective finite list into $S$ is independent
- Linear combination of a finite list, and the span $\operatorname{span}(S)$ as the smallest linear subspace containing $S$
- The span is monotone and idempotent, $\operatorname{span}(S) = S$ exactly when $S$ is a linear subspace, and $\operatorname{span}(S \cup \{0_V\}) = \operatorname{span}(S)$
- Linear subspace of a vector space
- Vector space over a field
- Field
Used by
- Every linear subspace U of a vector space V has a complement: a linear subspace W with V = U ⊕ W Corollary
- ℝ as a vector space over ℚ has a basis, and every such basis is infinite; the existence proof exhibits none Example
- Assuming the Axiom of Choice, ℝ has a Hamel basis over ℚ: there is B ⊆ ℝ such that every real is a finite ℚ-linear combination of elements of B in exactly one way, and each basis vector carries a well-defined ℚ-linear coefficient map Lemma
- The choice ledger: what costs the Axiom of Choice and what does not Remark
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 63 results over 20 levels. An arrow runs from a result to what uses it, and this result sits at the bottom with a heavier outline. Click the chart to enlarge it.
Sources
- Basis (linear algebra) (Wikipedia) — where A. Blass, Existence of bases implies the axiom of choice, Contemporary Mathematics 31 (1984), 31-33, is recorded (standard reference, not scraped)
- Axiom of choice (Wikipedia) (standard reference, not scraped)
- Cambridge University Press excerpt: Vector spaces and bases (standard reference, not scraped)