Measurable Sets form Algebra of Sets
Theorem
Let $\mu^*$ be an outer measure on a set $X$.
Then the set of $\mu^*$-measurable sets is an algebra of sets.
Proof
For a subset $S \subseteq X$, let $\relcomp X S$ denote the relative complement of $S$ in $X$.
We first prove the second property of an algebra of sets, as described on that page.
Let $S$ be $\mu^*$-measurable. For any subset $A \subseteq X$:
\(\ds \map {\mu^*} A\) | \(=\) | \(\ds \map {\mu^*} {A \cap S} + \map {\mu^*} {A \cap \relcomp X S}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \map {\mu^*} {A \cap \relcomp X {\relcomp X S} } + \map {\mu^*} {A \cap \relcomp X S}\) | Complement of Complement |
as desired.
Now we prove the first property.
Suppose that $S_1$ and $S_2$ are $\mu^*$-measurable sets.
Let $A$ be any subset of $X$.
Since:
\(\ds A \cap \paren {S_1 \cup S_2}\) | \(=\) | \(\ds \paren {\paren {A \cap \paren {S_1 \cup S_2} } \cap S_1} \cup \paren {\paren {A \cap \paren {S_1 \cup S_2} } \setminus S_1}\) | Set Difference Union Intersection and Union is Commutative | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap \paren {\paren {S_1 \cup S_2} \cap S_1} } \cup \paren {\paren {\paren {S_1 \cup S_2} \cap A} \setminus S_1}\) | Intersection is Associative and Intersection is Commutative | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap \paren {\paren {S_1 \cup S_2} \cap S_1} } \cup \paren {\paren {\paren {S_1 \cup S_2} \setminus S_1} \cap A}\) | Intersection with Set Difference is Set Difference with Intersection | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap S_1} \cup \paren {\paren {S_2 \setminus S_1} \cap A}\) | Intersection Absorbs Union and Set Difference with Union is Set Difference | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap S_1} \cup \paren {\paren {S_2 \cap A} \setminus S_1}\) | Intersection with Set Difference is Set Difference with Intersection | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap S_1} \cup \paren {\paren {A \cap S_2} \setminus S_1}\) | Intersection is Commutative | |||||||||||
\(\ds \) | \(=\) | \(\ds \paren {A \cap S_1} \cup \paren {\paren {A \setminus S_1} \cap S_2}\) | Intersection with Set Difference is Set Difference with Intersection |
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By subadditivity of an outer measure:
- $\map {\mu^*} {A \cap \paren {S_1 \cup S_2} } \le \map {\mu^*} {A \cap S_1} + \map {\mu^*} {\paren {A \setminus S_1} \cap S_2}$
Thus:
\(\ds \) | \(=\) | \(\ds \map {\mu^*} {A \cap \paren {S_1 \cup S_2} } + \map {\mu^*} {A \setminus \paren {S_1 \cup S_2} }\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \map {\mu^*} {A \cap \paren {S_1 \cup S_2} } + \map {\mu^*} {\paren {A \setminus S_1} \setminus S_2}\) | Set Difference with Union | |||||||||||
\(\ds \) | \(\le\) | \(\ds \map {\mu^*} {A \cap S_1} + \map {\mu^*} {\paren {A \setminus S_1} \cap S_2} + \map {\mu^*} {\paren {A \setminus S_1} \setminus S_2}\) | by the above argument | |||||||||||
\(\ds \) | \(=\) | \(\ds \map {\mu^*} {A \cap S_1} + \map {\mu^*} {A \setminus S_1}\) | Definition of Measurability of $S_2$ | |||||||||||
\(\ds \) | \(=\) | \(\ds \map {\mu^*} A\) | Definition of Measurability of $S_1$ |
The result follows by the subadditivity of an outer measure.
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Alternatively, one could use the equality
\(\ds \map {\mu^*} {A \cap \paren {S_1 \cup S_2} }\) | \(=\) | \(\ds \map {\mu^*} {A \cap \paren {S_1 \cup S_2} \cap S_1} + \map {\mu^*} {A \cap \paren {S_1 \cup S_2} \setminus S_1}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \map {\mu^*} {A \cap S_1} + \map {\mu^*} {A \cap S_2 \setminus S_1}\) |
to prove the result directly without the use of subadditivity.
$\blacksquare$