Measure

A countably additive function on a sigma-algebra assigning sizes to sets.
Measure

A measure on a measurable space (X,Σ)(X,\Sigma) is a function μ:Σ[0,]\mu:\Sigma\to[0,\infty] such that μ()=0\mu(\varnothing)=0 and for every pairwise disjoint sequence (An)n1(A_n)_{n\ge 1} in Σ\Sigma,

μ ⁣(n=1An)=n=1μ(An). \mu\!\left(\bigcup_{n=1}^\infty A_n\right)=\sum_{n=1}^\infty \mu(A_n).

A measure assigns “sizes” to and turns (X,Σ)(X,\Sigma) into a . Sets of measure zero are , and they control notions like .

Examples:

  • The counting measure on (X,P(X))(X,\mathcal P(X)) is given by μ(A)=A\mu(A)=|A| (possibly ++\infty) for any subset AXA\subseteq X.
  • on Rn\mathbb R^n is the standard measure extending ordinary length/area/volume.
  • For a point x0Xx_0\in X, the Dirac measure δx0\delta_{x_0} is defined by δx0(A)=1\delta_{x_0}(A)=1 if x0Ax_0\in A and 00 otherwise.