Created by M. Oki Orlandofrom the Noun Project

Finite Basis

Definition (Basis)

A (finite) basis of a vector space is a (finite) set of linearly independent vectors {v1,...,vk}\{v_1,...,v_k\} such that V=span(v1,...,vk)V=span(v_1,...,v_k).

Proposition (Criterion for a basis)

A set of vectors {v1,...,vn}\{v_1,...,v_n\} in a Vector Space V is a basis if every element vVv\in V can be be uniquely written as a linear combination a1v1+...+anvna_1v_1+...+a_nv_n

Proposition (All bases have the same size)

Any two bases of VV have the same number of elements.

Proposition (Every spanning set contains a basis)

If V=span(v1,...,vk)V= span(v_1,...,v_k), then the set of vectors B={v1,...,vk}B=\{v_1,...,v_k\} can be reduced to a Finite Basis.

Proposition (Linearly independent set can be extended to a basis)

If VV is a finite dimensional Vector Space, then every set of linearly independent vectors in V can be extended to a Finite Basis.

Linked from