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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. SP(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 ΣS\Sigma\in\mathfrak S, so S\emptyset\in\bigcap\mathfrak S.
  2. If ESE\in\bigcap\mathfrak S then EΣE\in\Sigma for every ΣS\Sigma\in\mathfrak S, so XEΣX\setminus E\in\Sigma for every ΣS\Sigma\in\mathfrak S and XESX\setminus E\in\bigcap\mathfrak S.
  3. Let EnnN\langle E_n\rangle_{n\in\Bbb N} be any sequence in S\bigcap\mathfrak S. Then for every ΣS\Sigma\in\mathfrak S, EnnN\langle E_n\rangle_{n\in\Bbb N} is a sequence in Σ\Sigma, so nNEnΣ\bigcup_{n\in\Bbb N}E_n\in\Sigma; as Σ\Sigma is arbitrary, nNEnS\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 AΣ}\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}:nN}\{\{n\}:n\in\Bbb N\} is PN\mathcal P\Bbb N.

Open Sets

A set SRS \subseteq \Bbb R is considered open if sSδ>0\forall\,\, s\in S \,\,\exists\,\, \delta > 0 such that (sδ,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 SRr;rZ+S \subseteq \Bbb R^r;\,\, r \in \Bbb Z^+ is considered open if sSδ>0\forall\,\, s\in S \,\,\exists\,\, \delta > 0 such that {t:(st)<δ}S\{t: ||(s-t)|| < \delta\}\subseteq S where (st)||(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;rZ+\Bbb R^r;\,\,r\in\Bbb Z^+ in the above two paragraphs.