Existence of a basis

Every nonzero vector space admits a Hamel basis
Existence of a basis

Corollary (Existence of a Hamel basis). If XX is a vector space with X{0}X\neq\{0\}, then XX has a , i.e., a Hamel basis.

Connection to the extension theorem. Pick any nonzero xXx\in X. Then {x}\{x\} is linearly independent, so produces a basis containing {x}\{x\}.

Remark. If X={0}X=\{0\} is the trivial vector space, it is standard to declare the empty set to be a basis of XX (so that “every vector space has a basis” holds uniformly).

Examples:

  • Rn\mathbb{R}^n has the standard basis.
  • Infinite-dimensional examples (like all sequences) have a Hamel basis, but it typically cannot be written down explicitly.