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-algebra
In order to understand what generating a σ-algebra means, we will start with a proof.
Let S be a family of σ-algebras of subsets of a set X, i.e.,
S={Σ:Σ is a σ-algebra of subsets of X}.
So S is basically a set of set of sets i.e. S⊆P(PX). Then ⋂S is the intersection of all the σ-algebras in S. We want to prove that ⋂S is also a σ-algebra.
Proof.
- ∅∈Σ for every Σ∈S, so ∅∈⋂S.
- If E∈⋂S then E∈Σ for every Σ∈S, so X∖E∈Σ for every Σ∈S and X∖E∈⋂S.
- Let ⟨En⟩n∈N be any sequence in ⋂S. Then for every Σ∈S, ⟨En⟩n∈N is a sequence in Σ, so ⋃n∈NEn∈Σ; as Σ is arbitrary, ⋃n∈NEn∈⋂S.
Now we can understand what generating a σ-algebra means: The σ-algebra generated by a set A is the smallest possible σ-algebra that contains A. More precisely,
Let A be any family of subsets of X. Consider
S={Σ:Σ is a σ-algebra of subsets of X and A⊆Σ}
Then, the σ-algebra of subsets of X generated by A is ΣA=⋂S. Let that sink in.
Another way of obtaining ΣA from A could be: We start off with an empty set, say, ΣA′. We first add ∅ and every element of A to ΣA′. Then we add the complement of every element in ΣA′ to itself. Finally, we add the union of all sequences in ΣA′ to itself. Then the set ΣA′ is actually ΣA.
Examples
- For any X, the σ-algebra of subsets of X generated by ∅ is {∅,X}.
- The σ-algebra of subsets of N generated by {{n}:n∈N} is PN.
Open Sets
A set S⊆R is considered open if ∀s∈S∃δ>0 such that (s−δ,s+δ)∈S.
Here’s a more general definition (with regards to the dimension of the Euclidean space): A set S⊆Rr;r∈Z+ is considered open if ∀s∈S∃δ>0 such that
{t:∣∣(s−t)∣∣<δ}⊆S where ∣∣(s−t)∣∣ denotes the Euclidean distance between s and t (i.e. all points within a distance δ from s lie in S).
Borel Sets
The Borel sets of R, are just the members of the σ-algebra of subsets of R generated by the family of open sets of R; the σ-algebra itself is called the Borel σ-algebra.
In other words, we pick all the open sets in PR and put them into a set, say, A. Then using A, we generate a σ-algebra ΣA of the subsets of R. The members of ΣA are called Borel sets and ΣA is called the Borel σ-algebra.
For a more general definition (with regards to the dimension of the Euclidean space), replace R with Rr;r∈Z+ in the above two paragraphs.