Order the linearly independent subsets of a vector space by inclusion. A chain's union is independent, since every finite relation is contained in one chain member. Zorn's lemma gives a maximal independent subset. A vector outside its span could be adjoined while preserving independence, so it spans. Sending finite-support coefficient families to their linear combinations gives an isomorphism from the free module on that subset to . This supplies an arbitrary, possibly infinite-dimensional basis using the axiom of choice; no pre-existing basis theorem is invoked.
The real univariate polynomials form a vector space with the countable Hamel basis
The subspace of polynomials of degree at most has dimension .
Vector space over the rational numbers Created 2026-10-06 Updated 2026-10-14
A vector space with scalar field is equivalently a torsion-free divisible Abelian group. An embedding of such groups automatically respects rational scalar multiplication because solutions to are unique.
Vector subspace Created 2026-09-24 Updated 2026-10-14
A vector subspace is a nonempty subset of a vector space closed under vector addition and scalar multiplication, and is therefore itself a vector space. Equivalently, whenever belong to the subset, so does for all allowed scalars . In particular it contains the zero vector.
For example, the plane is a vector subspace, with basis . Indeed every element is . The parallel plane misses the zero vector and is an affine subspace instead. Homogeneous constraints produce vector subspaces: is the kernel of the linear map . This lets us describe all solutions of a homogeneous linear equation through a basis of its kernel.
Vector-valued function Created 2026-10-06 Updated 2026-10-07
A vector-valued function is a function with values in a vector space. For finite-dimensional real or complex target spaces, choosing a basis represents it by scalar coordinate functions; continuity and differentiability can then be checked coordinatewise.
Vertex operator algebra 2026-10-13
A vertex operator algebra is an integer-graded vector space equipped with a state-field correspondence , a vacuum, translation operator and conformal vector satisfying vacuum, translation, locality and compatibility axioms. It packages the local operator product expansions of a chiral conformal field theory. A string vertex operator is an individual state insertion, rather than this complete algebraic structure.
Zero vector 2026-10-14
The zero vector of a vector space is its additive identity: for every vector . It is unique, because if is another such identity then . Distributivity gives , so after cancellation. In a coordinate vector space it has every coordinate zero.