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 non-measurable set is a
set which cannot be assigned a meaningful "volume". The existence of such sets is construed to provide information about the notions of
length
Length is a measure of distance. In the International System of Quantities, length is a quantity with Dimension (physical quantity), dimension distance. In most systems of measurement a Base unit (measurement), base unit for length is chosen, ...
,
area
Area is the measure of a region's size on a surface. The area of a plane region or ''plane area'' refers to the area of a shape or planar lamina, while '' surface area'' refers to the area of an open surface or the boundary of a three-di ...
and
volume
Volume is a measure of regions in three-dimensional space. It is often quantified numerically using SI derived units (such as the cubic metre and litre) or by various imperial or US customary units (such as the gallon, quart, cubic inch) ...
in formal set theory. In
Zermelo–Fraenkel set theory
In set theory, Zermelo–Fraenkel set theory, named after mathematicians Ernst Zermelo and Abraham Fraenkel, is an axiomatic system that was proposed in the early twentieth century in order to formulate a theory of sets free of paradoxes suc ...
, the
axiom of choice
In mathematics, the axiom of choice, abbreviated AC or AoC, is an axiom of set theory. Informally put, the axiom of choice says that given any collection of non-empty sets, it is possible to construct a new set by choosing one element from e ...
entails that non-measurable subsets of
exist.
The notion of a non-measurable set has been a source of great controversy since its introduction. Historically, this led
Borel and
Kolmogorov to formulate probability theory on sets which are constrained to be measurable. The measurable sets on the line are iterated countable unions and intersections of intervals (called
Borel set
In mathematics, a Borel set is any subset of a topological space that can be formed from its open sets (or, equivalently, from closed sets) through the operations of countable union, countable intersection, and relative complement. Borel sets ...
s) plus-minus
null sets. These sets are rich enough to include every conceivable definition of a set that arises in standard mathematics, but they require a lot of formalism to prove that sets are measurable.
In 1970,
Robert M. Solovay constructed the
Solovay model, which shows that it is consistent with standard set theory without uncountable choice, that all subsets of the reals are measurable. However, Solovay's result depends on the existence of an
inaccessible cardinal
In set theory, a cardinal number is a strongly inaccessible cardinal if it is uncountable, regular, and a strong limit cardinal.
A cardinal is a weakly inaccessible cardinal if it is uncountable, regular, and a weak limit cardinal.
Since abou ...
, whose existence and consistency cannot be proved within standard set theory.
Historical constructions
The first indication that there might be a problem in defining length for an arbitrary set came from
Vitali's theorem. A more recent combinatorial construction which is similar to the construction by Robin Thomas of a non-Lebesgue measurable set with some additional properties appeared in American Mathematical Monthly.
One would expect the measure of the union of two disjoint sets to be the sum of the measure of the two sets. A measure with this natural property is called ''finitely additive''. While a finitely additive measure is sufficient for most intuition of area, and is analogous to
Riemann integration, it is considered insufficient for
probability
Probability is a branch of mathematics and statistics concerning events and numerical descriptions of how likely they are to occur. The probability of an event is a number between 0 and 1; the larger the probability, the more likely an e ...
, because conventional modern treatments of sequences of events or random variables demand
countable additivity.
In this respect, the plane is similar to the line; there is a finitely additive measure, extending Lebesgue measure, which is invariant under all
isometries. For higher
dimension
In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
s the picture gets worse. The
Hausdorff paradox and
Banach–Tarski paradox
The Banach–Tarski paradox is a theorem in set-theoretic geometry, which states the following: Given a solid ball in three-dimensional space, there exists a decomposition of the ball into a finite number of disjoint subsets, which can then ...
show that a three-dimensional
ball of radius 1 can be dissected into 5 parts which can be reassembled to form two balls of radius 1.
Example
Consider
the set of all points in the unit circle, and the
action on
by a group
consisting of all rational rotations (rotations by angles which are
rational multiples of
). Here
is countable (more specifically,
is isomorphic to
) while
is uncountable. Hence
breaks up into uncountably many
orbits
In celestial mechanics, an orbit (also known as orbital revolution) is the curved trajectory of an physical body, object such as the trajectory of a planet around a star, or of a natural satellite around a planet, or of an satellite, artificia ...
under
(the orbit of
is the countable set
). Using the
axiom of choice
In mathematics, the axiom of choice, abbreviated AC or AoC, is an axiom of set theory. Informally put, the axiom of choice says that given any collection of non-empty sets, it is possible to construct a new set by choosing one element from e ...
, we could pick a single point from each orbit, obtaining an uncountable subset
with the property that all of the rational translates (translated copies of the form
for some rational
)
of
by
are
pairwise disjoint
In set theory in mathematics and Logic#Formal logic, formal logic, two Set (mathematics), sets are said to be disjoint sets if they have no element (mathematics), element in common. Equivalently, two disjoint sets are sets whose intersection (se ...
(meaning, disjoint from
and from each other). The set of those translates
partitions the circle into a countable collection of disjoint sets, which are all pairwise congruent (by rational rotations). The set
will be non-measurable for any rotation-invariant countably additive probability measure on
: if
has zero measure, countable additivity would imply that the whole circle has zero measure. If
has positive measure, countable additivity would show that the circle has infinite measure.
Consistent definitions of measure and probability
The
Banach–Tarski paradox
The Banach–Tarski paradox is a theorem in set-theoretic geometry, which states the following: Given a solid ball in three-dimensional space, there exists a decomposition of the ball into a finite number of disjoint subsets, which can then ...
shows that there is no way to define volume in three dimensions unless one of the following five concessions is made:
# The volume of a set might change when it is rotated.
# The volume of the union of two disjoint sets might be different from the sum of their volumes.
# Some sets might be tagged "non-measurable", and one would need to check whether a set is "measurable" before talking about its volume.
# The axioms of ZFC (
Zermelo–Fraenkel set theory
In set theory, Zermelo–Fraenkel set theory, named after mathematicians Ernst Zermelo and Abraham Fraenkel, is an axiomatic system that was proposed in the early twentieth century in order to formulate a theory of sets free of paradoxes suc ...
with the axiom of choice) might have to be altered.
# The volume of
is
or
.
Standard measure theory takes the third option. One defines a family of measurable sets, which is very rich, and almost any set explicitly defined in most branches of mathematics will be among this family. It is usually very easy to prove that a given specific subset of the geometric plane is measurable. The fundamental assumption is that a countably infinite sequence of disjoint sets satisfies the sum formula, a property called
σ-additivity.
In 1970,
Solovay demonstrated that the existence of a non-measurable set for 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 ...
is not provable within the framework of Zermelo–Fraenkel set theory in the absence of an additional axiom (such as the axiom of choice), by showing that (assuming the consistency of an
inaccessible cardinal
In set theory, a cardinal number is a strongly inaccessible cardinal if it is uncountable, regular, and a strong limit cardinal.
A cardinal is a weakly inaccessible cardinal if it is uncountable, regular, and a weak limit cardinal.
Since abou ...
) there is a model of ZF, called
Solovay's model, in which
countable choice holds, every set is Lebesgue measurable and in which the full axiom of choice fails.
The axiom of choice is equivalent to a fundamental result of
point-set topology,
Tychonoff's theorem
In mathematics, Tychonoff's theorem states that the product of any collection of compact topological spaces is compact with respect to the product topology. The theorem is named after Andrey Nikolayevich Tikhonov (whose surname sometimes is tra ...
, and also to the conjunction of two fundamental results of functional analysis, the
Banach–Alaoglu theorem and the
Krein–Milman theorem. It also affects the study of infinite groups to a large extent, as well as
ring and
order theory
Order theory is a branch of mathematics that investigates the intuitive notion of order using binary relations. It provides a formal framework for describing statements such as "this is less than that" or "this precedes that". This article intr ...
(see
Boolean prime ideal theorem
In mathematics, the Boolean prime ideal theorem states that Ideal (order theory), ideals in a Boolean algebra (structure), Boolean algebra can be extended to Ideal (order theory)#Prime ideals , prime ideals. A variation of this statement for Filte ...
). However, the axioms of
determinacy and
dependent choice together are sufficient for most
geometric measure theory,
potential theory
In mathematics and mathematical physics, potential theory is the study of harmonic functions.
The term "potential theory" was coined in 19th-century physics when it was realized that the two fundamental forces of nature known at the time, namely g ...
,
Fourier series
A Fourier series () is an Series expansion, expansion of a periodic function into a sum of trigonometric functions. The Fourier series is an example of a trigonometric series. By expressing a function as a sum of sines and cosines, many problems ...
and
Fourier transforms, while making all subsets of the real line Lebesgue-measurable.
See also
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References
Notes
Bibliography
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{{DEFAULTSORT:Non-Measurable Set
Measure theory