So I am basically drafting the proof for the convergence of a numerical SDE method and came upon an interesting problem that is more real analysis than stochastic calculus. I have to calculate
$$
\sup_{0\le t \le T} \int_0^t \left |X_n(s)-X(s)\right | ^p ds
$$.
I know that the integral of a non-negative function is itself a bounded and increasing function of t, so the answer should be $\int_0^T \left |X_n(s)-X(s)\right | ^p ds
$ , since the integrated function does not depend on t, but I would like to hear feedback on it so as to be sure . Thank you .
2026-04-09 00:51:06.1775695866
Supremum of the upper bound of an Integral .
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For any $0\le t_1\le t_2$, you have :
$$\begin{align} \int_0^{t_2} \left |X_n(s)-X(s)\right | ^p ds &= \int_0^{t_1} \left |X_n(s)-X(s)\right | ^p ds +\underbrace{\int_{t_1}^{t_2} \left |X_n(s)-X(s)\right | ^p ds}_{\ge 0} \\ &\ge\int_0^{t_1} \left |X_n(s)-X(s)\right | ^p ds \end{align}$$
So it follows that $$ \sup_{0\le t \le T} \int_0^t \left |X_n(s)-X(s)\right | ^p ds = \int_0^T \left |X_n(s)-X(s)\right | ^p ds $$
As you rightfully deduced.