Pointwise Sum of Measurable Functions is Measurable
Theorem
Let $\struct {X, \Sigma}$ be a measurable space.
Let $f, g: X \to \overline \R$ be $\Sigma$-measurable functions.
Assume that the pointwise sum $f + g: X \to \overline \R$ is well-defined.
Then $f + g$ is a $\Sigma$-measurable function.
General Result
Let $\sequence {\alpha_n}_{n \mathop \in \N}$ be a sequence of real numbers.
Let $\sequence {f_n}_{n \mathop \in \N}$ be a sequence of $\Sigma$-measurable functions $f_n : X \to \overline \R$ such that:
- for each $N \in \N$ and $x \in X$, the sum $\ds \sum_{n \mathop = 1}^N \alpha_n \map {f_n} x$ is well-defined.
Then:
- $\ds \sum_{n \mathop = 1}^N \alpha_n f_n$ is $\Sigma$-measurable.
Proof
By Measurable Function is Pointwise Limit of Simple Functions, we find sequences $\sequence {f_n}_{n \mathop \in \N}, \sequence {g_n}_{n \mathop \in \N}$ such that:
- $\ds f = \lim_{n \mathop \to \infty} f_n$
- $\ds g = \lim_{n \mathop \to \infty} g_n$
where the limits are pointwise.
It follows that for all $x \in X$:
- $\map f x + \map g x = \ds \lim_{n \mathop \to \infty} \map {f_n} x + \map {g_n} x$
![]() | This article, or a section of it, needs explaining. In particular: There needs to be a bunch of results establishing such equalities of convergence in function spaces You can help $\mathsf{Pr} \infty \mathsf{fWiki}$ by explaining it. To discuss this page in more detail, feel free to use the talk page. When this work has been completed, you may remove this instance of {{Explain}} from the code. |
so that we have the pointwise limit:
- $\ds f + g = \lim_{n \mathop \to \infty} f_n + g_n$
By Pointwise Sum of Simple Functions is Simple Function, $f + g$ is a pointwise limit of simple functions.
By Simple Function is Measurable, $f + g$ is a pointwise limit of measurable functions.
Hence $f + g$ is measurable, by Pointwise Limit of Measurable Functions is Measurable.
$\blacksquare$
Sources
- 2005: René L. Schilling: Measures, Integrals and Martingales ... (previous) ... (next): $8.10$