Theorem 7.4.1 (Korovkin).label For each $x \in [0, 1]$, let $g_{x}(t) = (t - x)^{2}$, then

  1. (1)

    For each $f \in C([0, 1]; \complex)$ and $\eps > 0$, there exists $C > 0$ such that

    \[|f(t) - f(x)| \le \eps + Cg_{x}(t)\]

    for all $x, t \in [0, 1]$.

  2. (2)

    Let $f \in C([0, 1]; \complex)$ and $\eps > 0$, then there exists $C > 0$ such that for any positive map $\phi: C([0, 1]; \complex) \to C([0, 1]; \complex)$ and $x \in [0, 1]$,

    \[-\eps\norm{\phi(1)}_{u} - C\phi(g_{x})(x) \le \phi(f)(x) - f(x) \le \eps\norm{\phi(1)}_{u} + C\phi(g_{x})(x)\]

    and

    \[\norm{\phi(f) - f}_{u} \le \eps \norm{\phi(1)}_{u} + C\sup_{x \in [0, 1]}|\phi(g_{x})(x)|\]

  3. (3)

    For each $n \in \natp$, let $\phi_{n}: C([0, 1]; \complex) \to C([0, 1]; \complex)$ be a positive map. If $\phi_{n}(1) \to 1$, $\phi_{n}(t) \to t$, and $\phi_{n}(t^{2}) \to t^{2}$ uniformly as $n \to \infty$, then $\phi_{n}(f) \to f$ uniformly as $n \to \infty$ for all $f \in C([0, 1]; \complex)$.

Proof, [Exercise 2.20, Po02]. (1): By Proposition 6.4.5, there exists $\delta > 0$ such that $|f(t) - f(x)| < \eps$ for all $x, t \in [0, 1]$ with $|x - t| < \delta$. Thus for each $x, t \in [0, 1]$,

\[|f(t) - f(x)| \le \eps \left\lceil \abs{\frac{x - t}{\delta}}\right\rceil\]

Let $C = \eps/\delta^{2}$, then for each $s \ge 0$,

\[\eps + Cs^{2} = \eps + \eps\paren{\frac{s}{\delta}}^{2} \ge \eps + \eps\left\lfloor \abs{\frac{s}{\delta}}\right\rfloor \ge \eps\left\lceil \abs{\frac{s}{\delta}}\right\rceil\]

so

\[|f(t) - f(x)| \le \eps \left\lceil \abs{\frac{x - t}{\delta}}\right\rceil \le \eps + C(x - t)^{2} = \eps + Cg_{x}(t)\]

(3): Let $f \in C([0, 1]; \complex)$ and $\eps > 0$. By (2), there exists $C > 0$ such that

\[\norm{\phi_n(f) - f}_{u} \le \eps \norm{\phi_n(1)}_{u} + C\sup_{x \in [0, 1]}|\phi_{n}(g_{x})(x)|\]

for all $n \in \natp$, where

\begin{align*}\sup_{x \in [0, 1]}|\phi_{n}(g_{x})(x)|&\le \sup_{x \in [0, 1]}|\phi_{n}(t^{2} - 2tx + x^{2})(x)| \\&\le \sup_{x \in [0, 1]}|\phi_{n}(t^{2})(x) - 2\phi_{n}(tx)(x) + x^{2}| \\&\le \normn{\phi_n(t^2) - t^2}_{u} + 2\sup_{x \in [0, 1]}\normn{\phi_n(xt) - xt}_{u}\end{align*}

which tends to $0$ as $n \to \infty$. Thus

\[\limsup_{n \to \infty}\norm{\phi_n(f) - f}_{u} \le \eps\]

As the above holds for all $\eps > 0$, $\phi_{n}(f) \to f$ uniformly.$\square$

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