A Borel measure is a type of measure defined on the Borel \( \sigma \)-algebra of a topological space \( X \). The Borel \( \sigma \)-algebra, \( \mathcal{B}(X) \), is generated by the open sets of \( X \) and includes all the open and closed sets, as well as any countable intersections and unions thereof. This makes it essential for discussing measures in a way that respects the topology of the space.
Borel measures are foundational in probability theory and real analysis because they align measures with functions and sets that we can analyze through limits and continuity. A Radon measure, which is a Borel measure as described in the exercise, is not just defined on Borel sets but also regular. This means:
- Inner regularity: \( \mu(A) = \sup\{ \mu(K) : K \subset A, K \text{ compact}\} \).
- Outer regularity: \( \mu(A) = \inf\{ \mu(U) : A \subset U, U \text{ open}\} \).
These properties allow Radon measures to be extended from Borel measures with detailed and precise limitations, thus interacting properly with the space's topology.