In
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (e.g. inner product, norm, topology, etc.) and the linear functions defined ...
, a branch of mathematics, a selection theorem is a theorem that guarantees the existence of a single-valued
selection function from a given
set-valued map. There are various selection theorems, and they are important in the theories of
differential inclusions,
optimal control, and
mathematical economics
Mathematical economics is the application of mathematical methods to represent theories and analyze problems in economics. Often, these applied methods are beyond simple geometry, and may include differential and integral calculus, difference a ...
.
Preliminaries
Given two sets ''X'' and ''Y'', let ''F'' be a
set-valued function
A set-valued function (or correspondence) is a mathematical function that maps elements from one set, the domain of the function, to subsets of another set. Set-valued functions are used in a variety of mathematical fields, including optimizatio ...
from ''X'' and ''Y''. Equivalently,
is a function from ''X'' to the
power set
In mathematics, the power set (or powerset) of a set is the set of all subsets of , including the empty set and itself. In axiomatic set theory (as developed, for example, in the ZFC axioms), the existence of the power set of any set is ...
of ''Y''.
A function
is said to be a selection of ''F'' if
:
In other words, given an input ''x'' for which the original function ''F'' returns multiple values, the new function ''f'' returns a single value. This is a special case of a
choice function
A choice function (selector, selection) is a mathematical function ''f'' that is defined on some collection ''X'' of nonempty sets and assigns some element of each set ''S'' in that collection to ''S'' by ''f''(''S''); ''f''(''S'') maps ''S'' to ...
.
The
axiom of choice
In mathematics, the axiom of choice, or AC, is an axiom of set theory equivalent to the statement that ''a Cartesian product of a collection of non-empty sets is non-empty''. Informally put, the axiom of choice says that given any collection ...
implies that a selection function always exists; however, it is often important that the selection have some "nice" properties, such as
continuity or
measurability. This is where the selection theorems come into action: they guarantee that, if ''F'' satisfies certain properties, then it has a selection ''f'' that is continuous or has other desirable properties.
Selection theorems for set-valued functions
The approximate selection theorem says that the following conditions are sufficient for the existence of a
continuous
Continuity or continuous may refer to:
Mathematics
* Continuity (mathematics), the opposing concept to discreteness; common examples include
** Continuous probability distribution or random variable in probability and statistics
** Continuous g ...
selection:
*
: compact metric space
*
: nonempty compact, convex subset of a normed linear space
*
a set-valued function, all values nonempty, compact, convex.
*
has closed graph.
* For every
there exists a continuous function
with
, where
is the
-dilation of
, that is, the union of radius-
open balls centered on points in
.
The
Michael selection theorem
In functional analysis, a branch of mathematics, Michael selection theorem is a selection theorem named after Ernest Michael. In its most popular form, it states the following:
: Let ''X'' be a paracompact space and ''Y'' a Banach space.
:Let F\c ...
says that the following conditions are sufficient for the existence of a
continuous
Continuity or continuous may refer to:
Mathematics
* Continuity (mathematics), the opposing concept to discreteness; common examples include
** Continuous probability distribution or random variable in probability and statistics
** Continuous g ...
selection:
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open refinement that is locally finite. These spaces were introduced by . Every compact space is paracompact. Every paracompact Hausdorff space is norm ...
space;
* ''Y'' is a
Banach space
In mathematics, more specifically in functional analysis, a Banach space (pronounced ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between ve ...
;
* ''F'' is
lower hemicontinuous;
* for all ''x'' in ''X'', the set ''F''(''x'') is nonempty,
convex
Convex or convexity may refer to:
Science and technology
* Convex lens, in optics
Mathematics
* Convex set, containing the whole line segment that joins points
** Convex polygon, a polygon which encloses a convex set of points
** Convex polytop ...
and
closed.
The Deutsch–Kenderov theorem
generalizes Michael's theorem as follows:
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open refinement that is locally finite. These spaces were introduced by . Every compact space is paracompact. Every paracompact Hausdorff space is norm ...
space;
* ''Y'' is a
normed vector space
In mathematics, a normed vector space or normed space is a vector space over the real or complex numbers, on which a norm is defined. A norm is the formalization and the generalization to real vector spaces of the intuitive notion of "leng ...
;
* ''F'' is ''almost lower hemicontinuous'', that is, at each for each neighborhood
of
there exists a neighborhood
of
such that
* for all ''x'' in ''X'', the set ''F''(''x'') is nonempty and
convex
Convex or convexity may refer to:
Science and technology
* Convex lens, in optics
Mathematics
* Convex set, containing the whole line segment that joins points
** Convex polygon, a polygon which encloses a convex set of points
** Convex polytop ...
.
These conditions guarantee that
has a continuous ''approximate'' selection, that is, for each neighborhood
of
in
there is a continuous function
such that for each
In a later note, Xu proved that the Deutsch–Kenderov theorem is also valid if
is a locally convex
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is al ...
.
The Yannelis-Prabhakar selection theorem says that the following conditions are sufficient for the existence of a
continuous
Continuity or continuous may refer to:
Mathematics
* Continuity (mathematics), the opposing concept to discreteness; common examples include
** Continuous probability distribution or random variable in probability and statistics
** Continuous g ...
selection:
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open refinement that is locally finite. These spaces were introduced by . Every compact space is paracompact. Every paracompact Hausdorff space is norm ...
Hausdorff space
In topology and related branches of mathematics, a Hausdorff space ( , ), separated space or T2 space is a topological space where, for any two distinct points, there exist neighbourhoods of each which are disjoint from each other. Of the many ...
;
* ''Y'' is a
linear topological space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is al ...
;
* for all ''x'' in ''X'', the set ''F''(''x'') is nonempty and
convex
Convex or convexity may refer to:
Science and technology
* Convex lens, in optics
Mathematics
* Convex set, containing the whole line segment that joins points
** Convex polygon, a polygon which encloses a convex set of points
** Convex polytop ...
;
* for all ''y'' in ''Y'', the inverse set ''F''
−1(''y'') is an
open set
In mathematics, open sets are a generalization of open intervals in the real line.
In a metric space (a set along with a distance defined between any two points), open sets are the sets that, with every point , contain all points that a ...
in ''X''.
The
Kuratowski and Ryll-Nardzewski measurable selection theorem says that if ''X'' is a
Polish space
In the mathematical discipline of general topology, a Polish space is a separable completely metrizable topological space; that is, a space homeomorphic to a complete metric space that has a countable dense subset. Polish spaces are so named ...
and
its
Borel σ-algebra
In mathematical analysis and in probability theory, a σ-algebra (also σ-field) on a set ''X'' is a collection Σ of subsets of ''X'' that includes the empty subset, is closed under complement, and is closed under countable unions and countabl ...
,
is the set of nonempty closed subsets of ''X'',
is a
measurable space
In mathematics, a measurable space or Borel space is a basic object in measure theory. It consists of a set and a σ-algebra, which defines the subsets that will be measured.
Definition
Consider a set X and a σ-algebra \mathcal A on X. Then ...
, and
is an measurable map (that is, for every open subset
we have then
has a
selection
Selection may refer to:
Science
* Selection (biology), also called natural selection, selection in evolution
** Sex selection, in genetics
** Mate selection, in mating
** Sexual selection in humans, in human sexuality
** Human mating strat ...
that is
[V. I. Bogachev]
"Measure Theory"
Volume II, page 36.
Other selection theorems for set-valued functions include:
*
Bressan–Colombo directionally continuous selection theorem
*
Castaing representation theorem
*
Fryszkowski decomposable map selection
*
Helly's selection theorem
*
Zero-dimensional Michael selection theorem
*
Robert Aumann measurable selection theorem
Selection theorems for set-valued sequences
*
Blaschke selection theorem
The Blaschke selection theorem is a result in topology and convex geometry about sequences of convex sets. Specifically, given a sequence \ of convex sets contained in a bounded set, the theorem guarantees the existence of a subsequence \ and a co ...
References
{{Functional analysis
Theorems in functional analysis