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Adventures in Measure Theory - 2

I am following the Measure Theory series by D.H. Fremlin and blogging my notes here.

Borel Sets

To understand the definition of Borel Sets, we need to understand two things first:

Generating a σ\sigma-algebra

In order to understand what generating a σ\sigma-algebra means, we will start with a proof.

Let S\mathfrak S be a family of σ\sigma-algebras of subsets of a set XX, i.e.,

S={Σ:Σ is a σ-algebra of subsets of X}.\mathfrak S=\{\Sigma:\Sigma \text{ is a }\sigma\text{-algebra of subsets of }X\}.

So S\mathfrak S is basically a set of set of sets i.e. S⊆P(PX)\mathfrak S \subseteq \mathcal P(\mathcal PX). Then ⋂S\bigcap\mathfrak S is the intersection of all the σ\sigma-algebras in S\mathfrak S. We want to prove that ⋂S\bigcap\mathfrak S is also a σ\sigma-algebra.

Proof.

  1. ∅∈Σ\emptyset\in\Sigma for every Σ∈S\Sigma\in\mathfrak S, so ∅∈⋂S\emptyset\in\bigcap\mathfrak S.
  2. If E∈⋂SE\in\bigcap\mathfrak S then E∈ΣE\in\Sigma for every Σ∈S\Sigma\in\mathfrak S, so X∖E∈ΣX\setminus E\in\Sigma for every Σ∈S\Sigma\in\mathfrak S and X∖E∈⋂SX\setminus E\in\bigcap\mathfrak S.
  3. Let ⟨En⟩n∈N\langle E_n\rangle_{n\in\Bbb N} be any sequence in ⋂S\bigcap\mathfrak S. Then for every Σ∈S\Sigma\in\mathfrak S, ⟨En⟩n∈N\langle E_n\rangle_{n\in\Bbb N} is a sequence in Σ\Sigma, so ⋃n∈NEn∈Σ\bigcup_{n\in\Bbb N}E_n\in\Sigma; as Σ\Sigma is arbitrary, ⋃n∈NEn∈⋂S\bigcup_{n\in\Bbb N}E_n\in\bigcap\mathfrak S.

Now we can understand what generating a σ\sigma-algebra means: The σ\sigma-algebra generated by a set A\mathcal A is the smallest possible σ\sigma-algebra that contains A\mathcal A. More precisely,

Let A\mathcal A be any family of subsets of XX. Consider

S={Σ:Σ is a σ-algebra of subsets of X and A⊆Σ}\mathfrak S=\{\Sigma:\Sigma \text{ is a }\sigma\text{-algebra of subsets of }X \text{ and } \mathcal A\subseteq\Sigma\}

Then, the σ\sigma-algebra of subsets of XX generated by A\mathcal A is ΣA=⋂S\Sigma_{\mathcal A} = \bigcap\mathfrak S. Let that sink in.

Another way of obtaining ΣA\Sigma_{\mathcal A} from A\mathcal A could be: We start off with an empty set, say, ΣA′\Sigma_{\mathcal A'}. We first add ∅\emptyset and every element of A\mathcal A to ΣA′\Sigma_{\mathcal A'}. Then we add the complement of every element in ΣA′\Sigma_{\mathcal A'} to itself. Finally, we add the union of all sequences in ΣA′\Sigma_{\mathcal A'} to itself. Then the set ΣA′\Sigma_{\mathcal A'} is actually ΣA\Sigma_{\mathcal A}.

Examples

  • For any XX, the σ\sigma-algebra of subsets of XX generated by ∅\emptyset is {∅,X}\{\emptyset,X\}.
  • The σ\sigma-algebra of subsets of N\Bbb N generated by {{n}:n∈N}\{\{n\}:n\in\Bbb N\} is PN\mathcal P\Bbb N.

Open Sets

A set S⊆RS \subseteq \Bbb R is considered open if ∀  s∈S  ∃  δ>0\forall\,\, s\in S \,\,\exists\,\, \delta > 0 such that (s−δ,s+δ)∈S(s-\delta, s+\delta)\in S.

Here’s a more general definition (with regards to the dimension of the Euclidean space): A set S⊆Rr;  r∈Z+S \subseteq \Bbb R^r;\,\, r \in \Bbb Z^+ is considered open if ∀  s∈S  ∃  δ>0\forall\,\, s\in S \,\,\exists\,\, \delta > 0 such that {t:∣∣(s−t)∣∣<δ}⊆S\{t: ||(s-t)|| < \delta\}\subseteq S where ∣∣(s−t)∣∣||(s-t)|| denotes the Euclidean distance between ss and tt (i.e. all points within a distance δ\delta from ss lie in SS).

Borel Sets

The Borel sets of R\Bbb R, are just the members of the σ\sigma-algebra of subsets of R\Bbb R generated by the family of open sets of R\Bbb R; the σ\sigma-algebra itself is called the Borel σ\sigma-algebra.

In other words, we pick all the open sets in PR\mathcal P\Bbb R and put them into a set, say, A\mathcal A. Then using A\mathcal A, we generate a σ\sigma-algebra ΣA\Sigma_{\mathcal A} of the subsets of R\Bbb R. The members of ΣA\Sigma_{\mathcal A} are called Borel sets and ΣA\Sigma_{\mathcal A} is called the Borel σ\sigma-algebra.

For a more general definition (with regards to the dimension of the Euclidean space), replace R\Bbb R with Rr;  r∈Z+\Bbb R^r;\,\,r\in\Bbb Z^+ in the above two paragraphs.