Integral of Positive Simple Function is Positive Homogeneous
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Theorem
Let $\struct {X, \Sigma, \mu}$ be a measure space.
Let $f: X \to \R, f \in \EE^+$ be a positive simple function.
Let $\lambda \in \R_{\ge 0}$ be a positive real number.
Then:
- $\map {I_\mu} {\lambda \cdot f} = \map {\lambda \cdot I_\mu} f$
where:
- $\lambda \cdot f$ is the pointwise $\lambda$-multiple of $f$
- $I_\mu$ denotes $\mu$-integration.
This can be summarized by saying that $I_\mu$ is positive homogeneous.
Proof
Remark that $\lambda \cdot f$ is a positive simple function by Scalar Multiple of Simple Function is Simple Function.
Let:
- $f = \ds \sum_{i \mathop = 0}^n a_i \chi_{E_i}$
be a standard representation for $f$.
Then we also have, for all $x \in X$:
\(\ds \map {\lambda \cdot f} x\) | \(=\) | \(\ds \lambda \sum_{i \mathop = 0}^n a_i \map {\chi_{E_i} } x\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{i \mathop = 0}^n \paren {\lambda a_i} \map {\chi_{E_i} } x\) | Summation is Linear |
and it is immediate from the definition that this yields a standard representation for $\lambda \cdot f$.
Therefore, we have:
\(\ds \map {\lambda \cdot I_\mu} f\) | \(=\) | \(\ds \lambda \sum_{i \mathop = 0}^n a_i \map \mu {E_i}\) | Definition of $\mu$-Integration | |||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{i \mathop = 0}^n \paren {\lambda a_i} \map \mu {E_i}\) | Summation is Linear | |||||||||||
\(\ds \) | \(=\) | \(\ds \map {I_\mu} {\lambda \cdot f}\) | Definition of $\mu$-Integration |
Hence the result.
$\blacksquare$
Also see
- Integral of Positive Measurable Function is Positive Homogeneous, an extension of this result to positive measurable functions
Sources
- 2005: René L. Schilling: Measures, Integrals and Martingales ... (previous) ... (next): $9.3 \ \text{(ii)}$