Existence of a Basis for Every Vector Space
Every vector space has a basis; in general this is equivalent to the axiom of choice
Existence of a Basis for Every Vector Space
Existence of a Basis for Every Vector Space: Let be a vector space over a field . Then there exists a subset such that:
- (Spanning) Every can be written as a finite linear combination of elements of , i.e. with and .
- (Linear independence) If with and distinct , then all .
Such a set is called a basis of .
In full generality, this theorem is equivalent to the axiom of choice (and hence also to Zorn's lemma ). The standard proof uses a maximality argument in a partially ordered set .
Proof sketch: Consider the collection of all linearly independent subsets of , ordered by inclusion. Every chain in has an upper bound given by its union, so Zorn’s lemma gives a maximal linearly independent set . If did not span , one could add a vector outside its span to get a larger linearly independent set, contradicting maximality. Hence is both independent and spanning, i.e. a basis.