I am reading Barry Simon's Analysis. In it he defines: A reproducing kernel Hilbert space to be a Hilbert space , $\mathcal{H}$, of functions , $f$ on a set, $E$, so that
i) For any $f$, there is $x\in E$ with $f(x)\not=0$
ii) For any $x\in E$, there is $f\in \mathcal{H}$ so $f(x)\not=0$
iii) For any $x,y\in E$, there is $f$ in $\mathcal{H}$ so $f(x)\not=f(y)$
iv) For any $x\in E$, there is $C_x$ so that $|f(x)|\leq C_x|f|_\mathcal{H}$
Just a couple (simple) questions:
- Why does Simon phrase condition i) the way he does?
(Isn't this first condition just saying $\mathcal{H}$ is not the trivial Hilbert space, the Hilbert space consisting of just the zero function $\mathbf{0}:E \mapsto 0$?) - Since the zero function $\mathbf{0}$ maps every point in $E$ to $0$ is $\mathbf{0}$ not in the reproducing kernel Hilbert space?
You are probably imagining $\mathcal H$ to be the dual space of $\mathcal H$. It is just some family of functions on $\mathcal H$ satisfying the four properties. If $\mathcal H=\{1\}$ the i) will fail whether or not $\mathcal H=\{0\}$.
Yes, $0$ is not in the reproducing kernel Hilbert space.