Math 2.0

Measure and integration Definition

Total variation of a measure

Builds on Signed measureComplex measureSupremum

Definition

Let (X,Σ)(X, \Sigma) be a measurable space and let ν\nu be a signed measure or a complex measure on it. The total variation of ν\nu is the map ∣ν∣ ⁣:Σ→[0,∞]\abs{\nu} \colon \Sigma \to [0, \infty] given by ∣ν∣(E)=sup⁡{∑i=1n∣ν(Ei)∣:n≥1, E1,…,En∈Σ pairwise disjoint, E=E1∪⋯∪En},\abs{\nu}(E) = \sup \set{ \sum_{i=1}^{n} \abs{\nu(E_i)} : n \ge 1, \ E_1, \ldots, E_n \in \Sigma \text{ pairwise disjoint}, \ E = E_1 \cup \cdots \cup E_n }, where the supremum is over all finite partitions of EE into measurable sets. The total variation norm of ν\nu is ∥ν∥=∣ν∣(X)\norm{\nu} = \abs{\nu}(X).

Remarks

The map ∣ν∣\abs{\nu} is a measure, and ∣ν(E)∣≤∣ν∣(E)\abs{\nu(E)} \le \abs{\nu}(E) for all E∈ΣE \in \Sigma. For a complex measure, ∣ν∣\abs{\nu} is a finite measure.

Example: let ν=δ0−δ1\nu = \delta_0 - \delta_1 on the subsets of ℝ\R, where δa\delta_a is the Dirac measure at aa. For E={0,1}E = \set{0, 1}, one has ν(E)=0\nu(E) = 0, but the partition {0},{1}\set{0}, \set{1} gives ∣1∣+∣−1∣=2\abs{1} + \abs{-1} = 2. No partition gives more, so ∣ν∣(E)=2\abs{\nu}(E) = 2 and ∥ν∥=2\norm{\nu} = 2.

Non-example: the map E↦∣ν(E)∣E \mapsto \abs{\nu(E)} is not the total variation in general. For the same ν\nu it gives 00 on {0,1}\set{0, 1}, and it is not even additive: ∣ν({0})∣+∣ν({1})∣=2≠0\abs{\nu(\set{0})} + \abs{\nu(\set{1})} = 2 \ne 0.

For a signed measure with Jordan decomposition ν=ν+−ν−\nu = \nu^+ - \nu^-, one has ∣ν∣=ν++ν−\abs{\nu} = \nu^+ + \nu^-. If ν(E)=∫Ef dμ\nu(E) = \int_E f \, d\mu with f∈L1(μ)f \in L^1(\mu), then ∣ν∣(E)=∫E∣f∣ dμ\abs{\nu}(E) = \int_E \abs{f} \, d\mu.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

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  1. Complex measure concept
  2. Set bounded above definition
  3. Signed measure concept
  4. Supremum definition
  5. Total variation of a measure definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Total_variation
About this page
TagE76H86NN6Y
URIm2://E76H86NN6Y
Kinddefinition
WritingW0 stub
MSC28A10, 28A33
DefinesTotal variation of a measure
UsesSigned measure, Complex measure, Supremum
Changed2 November 2026

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