Let A⊆2X be an algebra of subsets of X, and let λ:A→[0,+∞] be a pre-measure on A. Let B be the smallest σ-algebra of subsets of X containing A (i.e. B is the σ-algebra generated by A). Then, 1. There exists a measure μ on B whose restriction to A equals λ: μ∣A=λ 2. Moreover, for each measure ν on B such that ν∣A=λ, we necessarily have that ν(E)≤μ(E)∀E∈Bwith equality whenever μ(E)<∞ 3. If λ is σ-finite then the extension of λ from A to B is unique.
\begin{proof} of 1: First, using Lebesgue Outer Measure we have that μ∗(E)=inf{j=1∑∞λ(Aj):A(j)j≥1⊆A s.t. E⊆j=1⋃∞Aj}is an outer measure. Then using Carathéodory Theorem we get that M={A⊆X:A is μ∗-measurable}is a σ-algebra and (X,M,μ∗∣M) is a complete measure space. Then using Construction of Outer Measure from Pre-measure we get that μ∗∣A=λ. Then since A⊆M from the second term of that proposition we get that B, which is the Smallest σ-algebra generated by A satisfies the inclusion A⊆B⊆Mand since B⊆M are σ-algebras. then μ∗∣B=:μ is a measure on B. Then finally since we have A⊆B we have that μ∣A=:λ. \end{proof} # Theorem Let I be a semiring of sets on X and let μ:R→[0,∞] be a pre-measure on R: 1. Then μ has an extension (i.e. a measure μ~) μ~:σ(R)→[0,∞] 2. If X is σ-finite, then μ~ is unique, and μ~ is also σ-finite.
Note
This theorem’s proof makes use of the concept of outer measures to prove it. We use this along with the Carathéodory criterion to construct the Lebesgue Measure.