subspace

def (subspace)

A subset UV is a subspace iff U is also a vector space using the same addition and scalar multiplication as V

Proposition: A subset UV is a subspace iff

  1. 0U (additive inverse exists)
  2. u,vV then u+vU (closed under addition)
  3. If αF and uU then αuU (closed under scalar multiplication)

Proof: [=>] If U is a subspace then it is a vector space (def) thus 2 and 3 are automatic

But we should check that 0U=0V. Note however

00U=0V

(0 is a scalar here). Because U is closed under scalar multiplication, 0VU. Also 0V is an additive identity of U. By uniqueness of additive identity 0V=0U

[<=] Suppose U satisfies 1, 2 and 3. If uU then (1)\cdotu=uU using 3. Thus U contains a additive inverse. The rest of the properties follow since addition and scalar multiplication are inherited from V