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 (for example, Inner product space#Definition, inner product, Norm (mathematics ...
, 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 inclusion
In mathematics, differential inclusions are a generalization of the concept of ordinary differential equation of the form
:\frac(t)\in F(t,x(t)),
where ''F'' is a multivalued map, i.e. ''F''(''t'', ''x'') is a ''set'' rather than a single point ...
s,
optimal control
Optimal control theory is a branch of control theory that deals with finding a control for a dynamical system over a period of time such that an objective function is optimized. It has numerous applications in science, engineering and operations ...
, and
mathematical economics
Mathematical economics is the application of Mathematics, mathematical methods to represent theories and analyze problems in economics. Often, these Applied mathematics#Economics, applied methods are beyond simple geometry, and may include diff ...
.
Preliminaries
Given two sets ''X'' and ''Y'', let ''F'' be a
set-valued function
A set-valued function, also called a correspondence or set-valued relation, 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 mathe ...
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 po ...
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
Let ''X'' be a set of sets none of which are empty. Then a choice function (selector, selection) on ''X'' is a mathematical function ''f'' that is defined on ''X'' such that ''f'' is a mapping that assigns each element of ''X'' to one of its ele ...
.
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 ...
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
Michael selection theorem says that the following conditions are sufficient for the existence of a
continuous selection:
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open Cover (topology)#Refinement, refinement that is locally finite collection, locally finite. These spaces were introduced by . Every compact space is par ...
space;
* ''Y'' is a
Banach space
In mathematics, more specifically in functional analysis, a Banach space (, ) 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 vectors and ...
;
* ''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 approximate selection theorem states the following:
Suppose ''X'' is a compact metric space, ''Y'' a non-empty compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact, a type of agreement used by U.S. states
* Blood compact, an ancient ritual of the Philippines
* Compact government, a t ...
, 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 ...
subset of a normed vector space
The Ateliers et Chantiers de France (ACF, Workshops and Shipyards of France) was a major shipyard that was established in Dunkirk, France, in 1898.
The shipyard boomed in the period before World War I (1914–18), but struggled in the inter-war ...
, and Φ: ''X →'' a multifunction all of whose values are compact and convex. If graph(Φ) is closed, then for every ε > 0 there exists a continuous function ''f'' : ''X'' → ''Y'' with graph(''f'') ⊂ raph(Φ)sub>ε.
Here,
denotes the
-dilation of
, that is, the union of radius-
open balls centered on points in
. The theorem implies the existence of a continuous ''approximate'' selection.
Another set of sufficient conditions for the existence of a continuous approximate selection is given by the Deutsch–Kenderov theorem,
whose conditions are more general than those of Michael's theorem (and thus the selection is only approximate):
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open Cover (topology)#Refinement, refinement that is locally finite collection, locally finite. These spaces were introduced by . Every compact space is par ...
space;
* ''Y'' is a
normed vector space
The Ateliers et Chantiers de France (ACF, Workshops and Shipyards of France) was a major shipyard that was established in Dunkirk, France, in 1898.
The shipyard boomed in the period before World War I (1914–18), but struggled in the inter-war ...
;
* ''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 ...
.
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 als ...
.
The Yannelis-Prabhakar selection theorem says that the following conditions are sufficient for the existence of a
continuous selection:
* ''X'' is a
paracompact
In mathematics, a paracompact space is a topological space in which every open cover has an open Cover (topology)#Refinement, refinement that is locally finite collection, locally finite. These spaces were introduced by . Every compact space is par ...
Hausdorff space
In topology and related branches of mathematics, a Hausdorff space ( , ), T2 space or separated space, is a topological space where distinct points have disjoint neighbourhoods. Of the many separation axioms that can be imposed on a topologi ...
;
* ''Y'' is a
linear topological space;
* 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, an open set is a generalization of an Interval (mathematics)#Definitions_and_terminology, open interval in the real line.
In a metric space (a Set (mathematics), set with a metric (mathematics), distance defined between every two ...
in ''X''.
The
Kuratowski and Ryll-Nardzewski measurable selection theorem In mathematics, the Kuratowski–Ryll-Nardzewski measurable selection theorem is a result from measure theory that gives a sufficient condition for a set-valued function to have a measurable selection function. It is named after the Polish mathema ...
says that if ''X'' is a
Polish space
In the mathematical discipline of general topology, a Polish space is a separable space, separable Completely metrizable space, completely metrizable topological space; that is, a space homeomorphic to a Complete space, complete metric space that h ...
and
its
Borel σ-algebra
In mathematical analysis and in probability theory, a σ-algebra ("sigma algebra") is part of the formalism for defining sets that can be measured. In calculus and analysis, for example, σ-algebras are used to define the concept of sets with a ...
,
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.
It captures and generalises intuitive notions such as length, area, an ...
, 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
*
Maximum theorem
References
{{Functional analysis
Theorems in functional analysis