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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, a regular measure on a
topological space In mathematics, a topological space is, roughly speaking, a Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
is a measure for which every
measurable set In mathematics, the concept of a measure is a generalization and formalization of geometrical measures (length, area, volume) and other common notions, such as magnitude, mass, and probability of events. These seemingly distinct concepts hav ...
can be approximated from above by open measurable sets and from below by compact measurable sets.


Definition

Let (''X'', ''T'') be a topological space and let Σ be a σ-algebra on ''X''. Let ''μ'' be a measure on (''X'', Î£). A measurable subset ''A'' of ''X'' is said to be inner regular if :\mu (A) = \sup \ This property is sometimes referred to in words as "approximation from within by compact sets." Some authors use the term tight as a
synonym A synonym is a word, morpheme, or phrase that means precisely or nearly the same as another word, morpheme, or phrase in a given language. For example, in the English language, the words ''begin'', ''start'', ''commence'', and ''initiate'' are a ...
for inner regular. This use of the term is closely related to tightness of a family of measures, since a finite measure ''μ'' is inner regular
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
, for all ''ε'' > 0, there is some compact subset ''K'' of ''X'' such that ''μ''(''X'' \ ''K'') < ''ε''. This is precisely the condition that the singleton collection of measures is tight. It is said to be outer regular if :\mu (A) = \inf \ *A measure is called inner regular if every measurable set is inner regular. Some authors use a different definition: a measure is called inner regular if every open measurable set is inner regular. *A measure is called outer regular if every measurable set is outer regular. *A measure is called regular if it is outer regular and inner regular.


Examples


Regular measures

* The
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of higher dimensional Euclidean '-spaces. For lower dimensions or , it c ...
on the
real line A number line is a graphical representation of a straight line that serves as spatial representation of numbers, usually graduated like a ruler with a particular origin (geometry), origin point representing the number zero and evenly spaced mark ...
is a regular measure: see the regularity theorem for Lebesgue measure. * Any Baire
probability measure In mathematics, a probability measure is a real-valued function defined on a set of events in a σ-algebra that satisfies Measure (mathematics), measure properties such as ''countable additivity''. The difference between a probability measure an ...
on any
locally compact In topology and related branches of mathematics, a topological space is called locally compact if, roughly speaking, each small portion of the space looks like a small portion of a compact space. More precisely, it is a topological space in which e ...
σ-compact Hausdorff space is a regular measure. *Any Borel probability measure on a locally compact Hausdorff space with a countable base for its topology, or compact metric space, or Radon space, is regular.


Inner regular measures that are not outer regular

* An example of a measure on the real line with its usual topology that is not outer regular is the measure \mu where \mu(\emptyset) = 0, \mu\left( \\right) = 0\,\,, and \mu(A) = \infty\,\, for any other set A. *The Borel measure on the plane that assigns to any Borel set the sum of the (1-dimensional) measures of its horizontal sections is inner regular but not outer regular, as every non-empty open set has infinite measure. A variation of this example is a disjoint union of an uncountable number of copies of the real line with Lebesgue measure. *An example of a Borel measure \mu on a locally compact Hausdorff space that is inner regular, σ-finite, and locally finite but not outer regular is given by as follows. The topological space X has as underlying set the subset of the real plane given by the ''y''-axis \\times\mathbb together with the points (1/''n'',''m''/''n''2) with ''m'',''n'' positive integers. The topology is given as follows. The single points (1/''n'',''m''/''n''2) are all open sets. A base of neighborhoods of the point (0,''y'') is given by wedges consisting of all points in ''X'' of the form (''u'',''v'') with , ''v'' âˆ’ ''y'',  â‰¤ , ''u'',  â‰¤ 1/''n'' for a positive integer ''n''. This space ''X'' is locally compact. The measure μ is given by letting the ''y''-axis have measure 0 and letting the point (1/''n'',''m''/''n''2) have measure 1/''n''3. This measure is inner regular and locally finite, but is not outer regular as any open set containing the ''y''-axis has measure infinity.


Outer regular measures that are not inner regular

*If ''μ'' is the inner regular measure in the previous example, and ''M'' is the measure given by ''M''(''S'') = inf''U''⊇''S'' ''μ''(''U'') where the inf is taken over all open sets containing the Borel set ''S'', then ''M'' is an outer regular locally finite Borel measure on a locally compact Hausdorff space that is not inner regular in the strong sense, though all open sets are inner regular so it is inner regular in the weak sense. The measures ''M'' and ''μ'' coincide on all open sets, all compact sets, and all sets on which ''M'' has finite measure. The ''y''-axis has infinite ''M''-measure though all compact subsets of it have measure 0. *A
measurable cardinal In mathematics, a measurable cardinal is a certain kind of large cardinal number. In order to define the concept, one introduces a two-valued measure (mathematics), measure on a cardinal ''κ'', or more generally on any set. For a cardinal ''κ'', ...
with the discrete topology has a Borel probability measure such that every compact subset has measure 0, so this measure is outer regular but not inner regular. The existence of measurable cardinals cannot be proved in ZF set theory but (as of 2013) is thought to be consistent with it.


Measures that are neither inner nor outer regular

*The space of all ordinals at most equal to the first uncountable ordinal Ω, with the topology generated by open intervals, is a compact Hausdorff space. The measure that assigns measure 1 to Borel sets containing an unbounded closed subset of the countable ordinals and assigns 0 to other Borel sets is a Borel probability measure that is neither inner regular nor outer regular.


See also

*
Borel regular measure In mathematics, an outer measure ''μ'' on ''n''-dimensional Euclidean space R''n'' is called a Borel regular measure if the following two conditions hold: * Every Borel set ''B'' âІ R''n'' is ''μ''-measurable in the sense of Carath� ...
*
Radon measure In mathematics (specifically in measure theory), a Radon measure, named after Johann Radon, is a measure on the -algebra of Borel sets of a Hausdorff topological space that is finite on all compact sets, outer regular on all Borel sets, and ...
* Regularity theorem for Lebesgue measure


References


Bibliography

* * * (See chapter 2) * {{Measure theory Measures (measure theory)