Inner measure

In mathematics, in particular in measure theory, an inner measure is a function on the power set of a given set, with values in the extended real numbers, satisfying some technical conditions. Intuitively, the inner measure of a set is a lower bound of the size of that set.

Definition

An inner measure is a set function

\varphi : 2^X \to [0, \infty],

defined on all subsets of a set X, that satisfies the following conditions:

  • Null empty set: The empty set has zero inner measure (see also: measure zero); that is, \varphi(\varnothing) = 0
  • Superadditive: For any disjoint sets A and B, \varphi(A \cup B) \geq \varphi(A) + \varphi(B).
  • Limits of decreasing towers: For any sequence A_1, A_2, \ldots of sets such that A_j \supseteq A_{j+1} for each j and \varphi(A_1) < \infty \varphi \left(\bigcap_{j=1}^\infty A_j\right) = \lim_{j \to \infty} \varphi(A_j)
  • If the measure is not finite, that is, if there exist sets A with \varphi(A) = \infty, then this infinity must be approached. More precisely, if \varphi(A) = \infty for a set A then for every positive real number r, there exists some B \subseteq A such that r \leq \varphi(B) < \infty.

The inner measure induced by a measure

Let \Sigma be a σ-algebra over a set X and \mu be a measure on \Sigma.

Then the inner measure \mu_* induced by \mu is defined by

\mu_*(T) = \sup\{\mu(S) : S \in \Sigma \text{ and } S \subseteq T\}.

Essentially \mu_* gives a lower bound of the size of any set by ensuring it is at least as big as the \mu-measure of any of its \Sigma-measurable subsets. Even though the set function \mu_* is usually not a measure, \mu_* shares the following properties with measures:

  1. \mu_*(\varnothing) = 0,
  2. \mu_* is non-negative,
  3. If E \subseteq F then \mu_*(E) \leq \mu_*(F).

Measure completion

{{main|Complete measure}}

Induced inner measures are often used in combination with outer measures to extend a measure to a larger σ-algebra. If \mu is a finite measure defined on a σ-algebra \Sigma over X and \mu^* and \mu_* are corresponding induced outer and inner measures, then the sets T \in 2^X such that \mu_*(T) = \mu^*(T) form a σ-algebra \hat \Sigma with \Sigma\subseteq\hat\Sigma.Halmos 1950, § 14, Theorem F

The set function \hat\mu defined by

\hat\mu(T) = \mu^*(T) = \mu_*(T)

for all T \in \hat \Sigma is a measure on \hat \Sigma known as the completion of \mu.

See also

  • {{annotated link|Lebesgue measurable set}}

References

{{reflist}}

  • Halmos, Paul R., Measure Theory, D. Van Nostrand Company, Inc., 1950, pp. 58.
  • A. N. Kolmogorov & S. V. Fomin, translated by Richard A. Silverman, Introductory Real Analysis, Dover Publications, New York, 1970, {{ISBN|0-486-61226-0}} (Chapter 7)

{{Measure theory}}

Category:Measures (measure theory)