Definition (Basis)
A (finite) basis of a vector space is a (finite) set of linearly independent vectors such that .
Proposition (Criterion for a basis)
A set of vectors in a Vector Space V is a basis if every element can be be uniquely written as a linear combination
Proposition (All bases have the same size)
Any two bases of have the same number of elements.
Proposition (Every spanning set contains a basis)
If , then the set of vectors can be reduced to a Finite Basis.
Proposition (Linearly independent set can be extended to a basis)
If is a finite dimensional Vector Space, then every set of linearly independent vectors in V can be extended to a Finite Basis.