Showing a function is a norm.

78 Views Asked by At

I'm trying to prove that $\Vert v\Vert :=\langle v,v\rangle^{1/2} $ defines a norm, but I'm having trouble with the triangle inequality.

$\Vert u+v\Vert=\langle u+v,u+v\rangle^{1/2}=(\langle u,u \rangle +2\langle u,v\rangle+\langle v,v \rangle)^{1/2}$

The latter expression is greater than or equal to $\Vert u \Vert + \Vert v \Vert$, but this is the opposite of what I am trying to prove. Where am I going wrong?

2

There are 2 best solutions below

0
On BEST ANSWER

Try comparing their squares, $\|u+v\|^2$ versus $(\|u\|+\|v\|)^2$.

0
On

I just conclude $$\Vert u+v\Vert^2=\langle u+v,u+v\rangle=(\langle u,u \rangle +2\langle u,v\rangle+\langle v,v \rangle) = \Vert u\Vert^2 + 2\langle u,v\rangle + \Vert v\Vert^2$$ Then we should understand that $\langle u,v\rangle\leqslant \Vert u\Vert\cdot\Vert v\Vert$. And we have $$\Vert u+v\Vert^2 = \Vert u\Vert^2 + 2\langle u,v\rangle + \Vert v\Vert^2\leqslant \Vert u\Vert^2 + 2\Vert u\Vert\cdot\Vert v\Vert + \Vert v\Vert^2=(\Vert u\Vert+ \Vert v\Vert)^2.$$ So $$\Vert u+v\Vert\leqslant \Vert u\Vert+ \Vert v\Vert. $$