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 XX be a vector space and let BXB\subset X be nonempty. Then BB is a of XX if and only if:

  1. BB is , and
  2. every strict superset MBM\supsetneq B is linearly dependent.

Context. This proposition identifies bases with “maximal independent sets”: you cannot add any new vector to BB without creating a nontrivial linear dependence.

Proof sketch.

  • (\Rightarrow) If BB is a basis and xBx\notin B, then xx is a linear combination of elements of BB, so {x}B\{x\}\cup B is dependent; hence any strict superset of BB is dependent.
  • (\Leftarrow) If BB is independent and maximal, then for any xXBx\in X\setminus B, the set B{x}B\cup\{x\} is dependent, so one can solve for xx as a linear combination of finitely many elements of BB; thus BB spans XX.