TheoremBase

The σ-Algebra Generated by Measurable Functions into Metric Spaces

The σ-algebra generated by the preimages of Borel sets under measurable functions into metric spaces lies in the given σ-algebra, makes the functions measurable, and is the smallest σ-algebra that does; for a family it is also generated by the σ-algebras of the single functions.

Statement

In the setting of Measure Spaces, Borel Sets and Lebesgue Measure on the Real Line: Standing Notation, let (Ω,F)(\Omega,\mathcal{F}) be a measurable space. For a metric space (S,d)(S,d) and a function X:Ω→SX:\Omega\to S, let

CX={X−1(B):B∈B(S)}\mathcal{C}_{X}=\{X^{-1}(B):B\in\mathcal{B}(S)\}

One function. Let (S,d)(S,d) be a metric space and let X:Ω→SX:\Omega\to S be F/B(S)\mathcal{F}/\mathcal{B}(S)-measurable. Then σ(CX)\sigma(\mathcal{C}_{X}) is a σ\sigma-algebra on Ω\Omega with σ(CX)⊆F\sigma(\mathcal{C}_{X})\subseteq\mathcal{F}, XX is σ(CX)/B(S)\sigma(\mathcal{C}_{X})/\mathcal{B}(S)-measurable, and σ(CX)⊆G\sigma(\mathcal{C}_{X})\subseteq\mathcal{G} for every σ\sigma-algebra G\mathcal{G} on Ω\Omega for which XX is G/B(S)\mathcal{G}/\mathcal{B}(S)-measurable.

A family of functions. Let JJ be a set, let ((Sj,dj))j∈J((S_{j},d_{j}))_{j\in J} be a family of metric spaces, and let (Xj)j∈J(X_{j})_{j\in J} be a family of functions Xj:Ω→SjX_{j}:\Omega\to S_{j}, each F/B(Sj)\mathcal{F}/\mathcal{B}(S_{j})-measurable. Let

C=⋃j∈JCXj\mathcal{C}=\bigcup_{j\in J}\mathcal{C}_{X_{j}}

Then σ(C)\sigma(\mathcal{C}) is a σ\sigma-algebra on Ω\Omega with σ(C)⊆F\sigma(\mathcal{C})\subseteq\mathcal{F}, every XjX_{j} is σ(C)/B(Sj)\sigma(\mathcal{C})/\mathcal{B}(S_{j})-measurable, and σ(C)⊆G\sigma(\mathcal{C})\subseteq\mathcal{G} for every σ\sigma-algebra G\mathcal{G} on Ω\Omega for which every XjX_{j} is G/B(Sj)\mathcal{G}/\mathcal{B}(S_{j})-measurable. Moreover,

σ(C)=σ(⋃j∈Jσ(CXj)).\sigma(\mathcal{C})=\sigma\Bigl(\bigcup_{j\in J}\sigma(\mathcal{C}_{X_{j}})\Bigr).

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