Bases are maximal linearly independent sets
A nonempty set is a basis iff it is linearly independent and maximal for inclusion
Bases are maximal linearly independent sets
Proposition (Maximal linear independence characterization). Let be a vector space and let be nonempty. Then is a basis of if and only if:
- is linearly independent , and
- every strict superset is linearly dependent.
Context. This proposition identifies bases with “maximal independent sets”: you cannot add any new vector to without creating a nontrivial linear dependence.
Proof sketch.
- () If is a basis and , then is a linear combination of elements of , so is dependent; hence any strict superset of is dependent.
- () If is independent and maximal, then for any , the set is dependent, so one can solve for as a linear combination of finitely many elements of ; thus spans .