9
$\begingroup$

Let us consider function $s:K^m \times K^m \mapsto K$ (here $K = \mathbb{R}$ or $K = \mathbb{C}$). If $\forall x, y, z \in K^m, \forall \lambda \in K$

  1. $s(x + y, z) = s(x, z) + s(y, z)$
  2. $s(\lambda x, y) = \lambda s(x, y)$
  3. $s(y, x) = \overline{s(x, y)}$
  4. $s(x, x) \geq 0$
  5. $s(x, x) = 0 \implies x = 0$

then $s$ is called inner product.

Problem. For each $n = 1, 2, 3, 4, 5$ find a function $s$ that doesn't satisfy the $n$-th property and satisfies the remaining four.

First consider $K = \mathbb{R}$. I found the following:

$n = 3, s(x, y) = xy^3$

$n = 4, s(x, y) = -xy$

$n = 5, s(x, y) \equiv 0$

How can I approach $n = 1, 2$? Perhaps I need to choose $K = \mathbb{C}$ for those?


Edit: I changed the domain of $s$ from $\mathbb{R} \times \mathbb{R}$ to $K^m \times K^m$ because

  1. if $\lambda \in \mathbb{C}$ then $\mathbb{R}$ is not closed w.r.t. scalar multiplication and

  2. if $s: K \times K \mapsto K$ and 2-5 hold then 1 must hold.

$\endgroup$
2
  • 1
    $\begingroup$ If 2-5 are true, can you say $s(x+y,z)=s(x(1+y/x),z)=(1+y/x)s(x,z)=s(x,z)+(y/x)s(x,z)=s(x,z)+s(y,z)$? $\endgroup$
    – Empy2
    Mar 14, 2016 at 23:22
  • 1
    $\begingroup$ @Michael: Only if $1+y/x\in K$. $\endgroup$
    – joriki
    Mar 14, 2016 at 23:22

1 Answer 1

3
$\begingroup$

Cases $n = 3, 4, 5$ have been shown in the OP.


Case $n = 1$.

I will show that there are no such functions from $K \times K$ and provide an example for $\mathbb{R}^2 \times \mathbb{R}^2$.

Let $m = 1$. Take property 2 and choose $x = 1$ so $s(\lambda, y) = \lambda s(1, y)$. Denote $s(1, y) = f(y)$ so $s(x, y) = x f(y) \ \forall x, y$. By symmetry property, $s(x, y) = \overline{y f(x)}$. Hence

$$\frac{f(y)}{\overline{y}} = \frac{\overline{f(x)}}{x} = c = \text{const}$$

because $x, y$ can be any elements of $K$.

This immediately gives $s(x, y) = c x \overline{y}$. It is easy to see that 3-5 hold, as well, if $c \in \mathbb{R}$ and $c > 0$. Inserting in 1, we see that it holds, as well.

So there are no such functions for $m = 1$.

Let $m = 2$, $K = \mathbb{R}$ and denote $x = (x_1, x_2) \in \mathbb{R}^2$. Let

$$s(x, y) = \sqrt[3]{(x_1 y_1)^3 + (x_2 y_2)^3}.$$

Obviously, properties 2-5 hold but 1 (additivity) doesn't.


Case $n = 2$.

If $K = \mathbb{C}$ then we can choose

$$s(x,y) = \overline{x}y$$

Property 1 holds: $\overline{(x + y)}z = \overline{x}z + \overline{y}z$

Property 2 doesn't hold if $\text{Im} \lambda \neq 0$: $\overline{\lambda x}y \neq \lambda \overline{x}y$

Property 3 holds: $\overline{\overline{x}y} = x\overline{y} = \overline{y}x$

Properties 4, 5 hold: $\overline{x}x = |x| \geq 0$ and $|x| = 0 \implies x = 0$

Note: for $K = \mathbb{R}$ there are functions that satisfy $f(x + y) = f(x) + f(y)$ but aren't linear (see here). If $h(x)$ is such a function, $s(x,y) = h(x)h(y)$ would't satisfy property 1 and would satisfy 2-4. I am unsure how to make it satisfy property 5.

$\endgroup$
3
  • 1
    $\begingroup$ For the last paragraph: it should satisfy property 5 if you choose one of the "obvious" non-linear additive functions for $h$ (they are already $\mathbb{Q}$-linear on $\mathbb{R}$, so we have $h(x) = 0$ if and only if $x = 0$ from the usual theory of linear algebra, and hence $h(x)^2 = 0$ if and only if $x = 0$). $\endgroup$ Mar 9, 2021 at 22:30
  • $\begingroup$ @user3482749 Not sure what you mean by 'usual theory of linear algebra'. Are additive functions necessarily injective? I mean, why can't there be $x \in \mathbb{R} \setminus \mathbb{Q}$ that has $h(x)=0$? $\endgroup$
    – Minethlos
    Mar 11, 2021 at 17:41
  • $\begingroup$ The "obvious" such functions are linear maps when $\mathbb{R}$ is considered as a $\mathbb{Q}$ vector space. $\endgroup$ Mar 14, 2021 at 4:13

You must log in to answer this question.

Not the answer you're looking for? Browse other questions tagged .