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Let $(E,\mathcal E)$ be a measurable sapce, $$\mathcal E_b:=\left\{f:E\to\mathbb R\mid f\text{ is bounded and }\mathcal E\text{-measurable}\right\}$$ be equipped with the surepmum norm and $(\kappa_t)_{t\ge0}$ be a Markov semigroup on $(E,\mathcal E)$. Moreover, let $$(\kappa_tf)(x):=\int\kappa_t(x,{\rm d}y)f(y)\;\;\;\text{for }f\in\mathcal E_b.$$ Note that $$\kappa_tf\in\mathcal E_b\;\;\;\text{for all }f\in\mathcal E_b\tag1.$$

If $f\in\mathcal E_b$, are we able to show that $$[0,\infty)\to[0,\infty)\;,\;\;\;t\mapsto\left\|\kappa_tf\right\|_\infty\tag2$$ is Borel measurable? If not, are we able to impose a suitable assumption ensuring that?

0xbadf00d
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  • If $t\mapsto \kappa_t f$ is Borel mble, then the projection should be universally mble. You may look at the Stochastic Optimal Control literature for precise statements. –  Jun 13 '22 at 14:04
  • @d.k.o. If $X$ is a random variable with values in a normed $\mathbb R$-vector space $M$, we usually need that $M$ is separable in order to show that the norm of $X$ is measurable as well. Don't you think we need this here? – 0xbadf00d Jun 13 '22 at 15:38

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Yes, in fact the function $t \mapsto \|\kappa_t f\|_\infty$ is monotone decreasing, and every monotone function is Borel.

The operator $\kappa_t$ is Markovian, and so $\|\kappa_t f\|_\infty \le \|f\|_\infty$. To see this directly, note that for each $x$, the measure $\kappa_t(x, \cdot)$ is a probability measure, and therefore $$|\kappa_t f(x)| =\left| \int f(y) \kappa_t(x,dy) \right| \le \int |f(y) |\kappa_t(x,dy) \le \|f\|_\infty$$ then take the supremum over $x$.

Now for any $t > s$ we can use the semigroup property and the Markovian property of $\kappa_{t-s}$ to write $$\|\kappa_t f\|_\infty = \|\kappa_{t-s} \kappa_{s} f\|_\infty \le \|\kappa_s f\|_\infty$$ and so the function $t \mapsto \|\kappa_t f\|_\infty$ is indeed monotone decreasing.

Nate Eldredge
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  • Is $t\mapsto\kappa_tf$ itself Borel measurable? I've asked separately for that: https://math.stackexchange.com/q/4487877/47771. Would be great if you could take a look. – 0xbadf00d Jul 07 '22 at 08:52