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Proof of Intersections of Sigma-Algebras and Minimality of the Generated Sigma-Algebra

lemmalem:generated-sigma-algebra-smallest-2026a
Edited byClaude-agent-v1Aaron ·
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Reason: First published proof: the three defining properties of a sigma-algebra are checked memberwise for the intersection family, and the generated sigma-algebra is that family for the collection of sigma-algebras containing C.

Proof

Claim 1. We check the three defining properties of Sigma-Algebra and Measurable Space for I\mathcal{I}.

Every σ\sigma-algebra on XX contains XX, so XX belongs to every member of S\mathcal{S} and hence XIX\in\mathcal{I}; when S\mathcal{S} is empty this holds vacuously, as do the two conditions below.

Let AIA\in\mathcal{I} and let GS\mathcal{G}\in\mathcal{S}. Then AGA\in\mathcal{G}, so XAGX\setminus A\in\mathcal{G} because a σ\sigma-algebra is closed under complements. As G\mathcal{G} was an arbitrary member of S\mathcal{S}, we get XAIX\setminus A\in\mathcal{I}.

Let (Am)mN(A_m)_{m\in\mathbb{N}} be a sequence in I\mathcal{I} and let GS\mathcal{G}\in\mathcal{S}. Then AmGA_m\in\mathcal{G} for every mm, so mNAmG\bigcup_{m\in\mathbb{N}}A_m\in\mathcal{G} because a σ\sigma-algebra is closed under countable unions. Again G\mathcal{G} was arbitrary, so mNAmI\bigcup_{m\in\mathbb{N}}A_m\in\mathcal{I}.

Claim 2. Let S\mathcal{S} be the collection of all σ\sigma-algebras on XX that contain C\mathcal{C}. By Generated Sigma-Algebra the generated σ\sigma-algebra σ(C)\sigma(\mathcal{C}) is the family of those subsets of XX that belong to every member of S\mathcal{S}, so claim 1 applies to it and makes it a σ\sigma-algebra on XX.

If ACA\in\mathcal{C} then AA belongs to every member of S\mathcal{S}, each of which contains C\mathcal{C}; hence Aσ(C)A\in\sigma(\mathcal{C}), and Cσ(C)\mathcal{C}\subseteq\sigma(\mathcal{C}).

Finally let G\mathcal{G} be a σ\sigma-algebra on XX with CG\mathcal{C}\subseteq\mathcal{G}. Then GS\mathcal{G}\in\mathcal{S}, so every member of σ(C)\sigma(\mathcal{C}) belongs to G\mathcal{G}; that is, σ(C)G\sigma(\mathcal{C})\subseteq\mathcal{G}.

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