(i) For non-trivial subspaces U and W of a (finite-dimensional) vector space V, define
U +W := {u + w | u element of U and w element of W}.
Prove that U +W is a subspace of V .
(ii) Show that
dim(U +W) = dim(U) + dim(W) − dim(U intersect W)
by considering a basis for U intersect W, extending it to bases for U and W, and then
identifying, with justification, a basis for U +W in terms of these elements.