Linear Algebra – Proving dim(U+W) + dim(U?W) = dim U + dim W

linear algebraproof-writingvector-spaces

Let $V$ be a vector space over a field $k$ and let $U$, $W$ be finite-dimensional subspaces of $V$.

Prove that $\dim(U+W) + \dim(U\cap W) = \dim U + \dim W$

I'm given that to begin this problem I can find the bases:

$\{v_1,\dots,v_p\}$ for $U\cap W$

$\{v_1,\dots,v_p, u_1,\dots,u_q\}$ for $U$

and $\{v_1,\dots,v_p, w_1,\dots,w_r\}$ for $W$

and then I just need to show that $\{v_1,\dots,v_p, u_1,\dots,u_q, w_1,\dots,w_r\}$ is a basis for $U+W$.

My question is: how does one go about showing that it is a basis for $U+W$ and then use that to prove the above question?


Side note: This question has already been asked here: Given two subspaces $U,W$ of vector space $V$, how to show that $\dim(U)+\dim(W)=\dim(U+W)+\dim(U\cap W)$

However, the first answer given does not apply to solving it the way I want to with finding the bases. The second answer simply gives me what I already knew to start with. Thus, I am asking this question again since I'm asking how to solve it a particular way instead of just any general hints towards solving it.

Best Answer

Just do the computations; the fact that the set spans $U+W$ should be clear, so we prove linear independence.

Suppose $$ \alpha_1v_1+\dots+\alpha_pv_p+ \beta_1u_1+\dots+\beta_qu_q+ \gamma_1w_1+\dots+\gamma_rw_r=0 $$ Then $$ x=\underbrace{\alpha_1v_1+\dots+\alpha_pv_p+ \beta_1u_1+\dots+\beta_qu_q}_{\in U}= -(\underbrace{\gamma_1w_1+\dots+\gamma_rw_r}_{\in W}) $$ belongs to $U\cap W$. Thus $$ x=\delta_1v_1+\dots+\delta_pv_p $$ and therefore $$ \delta_1v_1+\dots+\delta_pv_p=-(\gamma_1w_1+\dots+\gamma_rw_r) $$ so that $$ \delta_1v_1+\dots+\delta_pv_p+\gamma_1w_1+\dots+\gamma_rw_r=0 $$ Since the set $\{v_1,\dots,v_p,w_1,\dots,w_r\}$ is linearly independent, we conclude $$ \delta_1=0,\quad\dots,\quad\delta_p=0,\quad \gamma_1=0,\quad\dots,\quad\gamma_r=0 $$ and also that $$ \alpha_1v_1+\dots+\alpha_pv_p+\beta_1u_1+\dots+\beta_qu_q=0 $$ so, from linear independence of $\{v_1,\dots,v_p,u_1,\dots,u_q\}$ we get $$ \alpha_1=0,\quad\dots,\quad\alpha_p=0,\quad \beta_1=0,\quad\dots,\quad\beta_q=0 $$