Why is this function not an inner product space?

220 Views Asked by At

From Morris, A. O., Linear Algebra, an introduction (2nd edition, Van Nostrand, 1989) he gives the following as not being an inner product.

$(u,v)=x_1y_1-x_2y_1-x_1y_2+2x_2y_2$, where $u=(x_1,x_2),v=(y_1,y_2)$

My working below shows otherwise. Where do I go wrong?

Let $w=(z_1,z_2)$

$u+w=(x_1+z_1,x_2+z_2)$

$(u+w,v)=<(x_1+z_1,x_2+z_2),(y_1,y_2)>$

$=(x_1+z_1)y_1-(x_2+z_2)y_1-(x_1+z_1)y_2+2(x_2+z_2)y_2$

$=x_1y_1+z_1y_1-x_2y_1-z_2y_1-x_1y_2-z_1y_2+2x_2y_2+2z_2y_2$

$=x_1y_1-x_2y_1-x_1y_2+2x_2y_2+z_1y_1-z_2y_1-z_1y_2+2z_2y_2$

$=(u,v)+(w,v)$.

Similarly $(\alpha u,v)=\alpha(u,v)$

$(u,v)=(v,u)$ can easily be verified, and

$(u,u)=x_1y_1-x_2x_1-x_1x_2+2x_2x_2$

$=x_1^2-2x_1x_2+x_2^2+x_2^2$

$(x_1-x_2)^2+x_2^2 >0$ if $u \neq 0$.

1

There are 1 best solutions below

1
On BEST ANSWER

That product can be written as $$ (u, v) = u^{t} A v $$ where $$ A = \begin{pmatrix} 1 & -1 \\ -1 & 2 \end{pmatrix}. $$ Since $A$ is symmetric, this is a perfectly good inner product as you've already shown. It's even positive-definite since $$ (u,u) = x_1^2 - 2x_1 x_2 + 2x_2^2 = (x_1-x_2)^2 + x_2^2 $$ is semipositive, and zero if and only if $x_1 = x_2 = 0$. Morris must have meant to write something else, but good for you to find the error!