There are at least three competing definitions of the polar of a set, originating in projective geometry and convex analysis.[1][citation needed] In each case, the definition describes a duality between certain subsets of apairing of vector spaces over the real or complex numbers ( and are oftentopological vector spaces (TVSs)).
If is a vector space over the field then unless indicated otherwise, will usually, but not always, be some vector space oflinear functionals on and the dual pairing will be thebilinearevaluation (at a point)map defined byIf is atopological vector space then the space will usually, but not always, be thecontinuous dual space of in which case the dual pairing will again be the evaluation map.
Denote the closed ball of radius centered at the origin in the underlying scalar field of by
Suppose that is apairing. Thepolar orabsolute polar of a subset of is the set:
where denotes theimage of the set under the map defined by If denotes theconvex balanced hull of which by definition is the smallestconvex andbalanced subset of that contains then
This is anaffine shift of the geometric definition; it has the useful characterization that the functional-analytic polar of the unit ball (in) is precisely the unit ball (in).
Theprepolar orabsolute prepolar of a subset of is the set:
Very often, the prepolar of a subset of is also called thepolar orabsolute polar of and denoted by; in practice, this reuse of notation and of the word "polar" rarely causes any issues (such as ambiguity) and many authors do not even use the word "prepolar".
Thebipolar of a subset of often denoted by is the set; that is,
Thereal polar of a subset of is the set:and thereal prepolar of a subset of is the set:
As with the absolute prepolar, the real prepolar is usually called thereal polar and is also denoted by[2] It's important to note that some authors (e.g. [Schaefer 1999]) define "polar" to mean "real polar" (rather than "absolute polar", as is done in this article) and use the notation for it (rather than the notation that is used in this article and in [Narici 2011]).
Thereal bipolar of a subset of sometimes denoted by is the set; it is equal to the-closure of theconvex hull of[2]
For a subset of is convex,-closed, and contains[2] In general, it is possible that but equality will hold if isbalanced. Furthermore, where denotes thebalanced hull of[2]
The definition of the "polar" of a set is not universally agreed upon. Although this article defined "polar" to mean "absolute polar", some authors define "polar" to mean "real polar" and other authors use still other definitions. No matter how an author defines "polar", the notation almost always representstheir choice of the definition (so the meaning of the notation may vary from source to source). In particular, the polar of is sometimes defined as:where the notation isnot standard notation.
We now briefly discuss how these various definitions relate to one another and when they are equivalent.
It is always the case thatand if is real-valued (or equivalently, if and are vector spaces over) then
If is asymmetric set (that is, or equivalently,) then where if in addition is real-valued then
If and are vector spaces over (so that is complex-valued) and if (where note that this implies and), thenwhere if in addition for all real then
Thus for all of these definitions of the polar set of to agree, it suffices that for all scalars ofunit length[note 1] (where this is equivalent to for all unit length scalar).In particular, all definitions of the polar of agree when is abalanced set (which is often, but not always, the case) so that often, which of these competing definitions is used is immaterial. However, these differences in the definitions of the "polar" of a set do sometimes introduce subtle or important technical differences when is not necessarily balanced.
If is any vector space then let denote thealgebraic dual space of which is the set of alllinear functionals on The vector space is always a closed subset of the space of all-valued functions on under the topology of pointwise convergence so when is endowed with the subspace topology, then becomes aHausdorffcompletelocally convextopological vector space (TVS). For any subset let
If are any subsets then and where denotes theconvex balanced hull of For any finite-dimensional vector subspace of let denote theEuclidean topology on which is the unique topology that makes into aHausdorff topological vector space (TVS). If denotes the union of allclosures as varies over all finite dimensional vector subspaces of then (see this footnote[note 2] for an explanation). If is an absorbing subset of then by theBanach–Alaoglu theorem, is aweak-* compact subset of
If is any non-empty subset of a vector space and if is any vector space of linear functionals on (that is, a vector subspace of thealgebraic dual space of) then the real-valued map
defined by
is aseminorm on If then by definition of thesupremum, so that the map defined above would not be real-valued and consequently, it would not be a seminorm.
Continuous dual space
Suppose that is atopological vector space (TVS) withcontinuous dual space The important special case where and the brackets represent the canonical map:is now considered. The triple is the called thecanonicalpairing associated with
The polar of a subset with respect to this canonical pairing is:
TheBanach–Alaoglu theorem states that if is a neighborhood of the origin in then and this polar set is acompact subset of the continuous dual space when is endowed with theweak-* topology (also known as the topology of pointwise convergence).
If satisfies for all scalars of unit length then one may replace the absolute value signs by (the real part operator) so that:
The prepolar of a subset of is:
If satisfies for all scalars of unit length then one may replace the absolute value signs with so that:where
Thebipolar theorem characterizes the bipolar of a subset of a topological vector space.
If is a normed space and is the open or closed unit ball in (or even any subset of the closed unit ball that contains the open unit ball) then is the closed unit ball in the continuous dual space when is endowed with its canonicaldual norm.
This definition gives a duality on points and hyperplanes, writing the latter as the intersection of two oppositely-oriented half-spaces. The polar hyperplane of a point is the locus; thedual relationship for a hyperplane yields that hyperplane's polar point.[3][citation needed]
Some authors (confusingly) call a dual cone the polar cone; we will not follow that convention in this article.[4]
Unless stated otherwise, will be apairing. The topology is theweak-* topology on while is theweak topology on For any set denotes the real polar of and denotes the absolute polar of The term "polar" will refer to theabsolute polar.
A subset of is weakly bounded (i.e.-bounded) if and only if isabsorbing in.[2]
For a dual pair where is a TVS and is its continuous dual space, if is bounded then isabsorbing in[5] If is locally convex and is absorbing in then is bounded in Moreover, a subset of is weakly bounded if and only if isabsorbing in
The bipolar of a set is the-closed convex hull of that is the smallest-closed and convex set containing both and
Similarly, the bidual cone of a cone is the-closedconic hull of[7]
If is a locally convex TVS then the polars (taken with respect to) of any 0-neighborhood base forms a fundamental family of equicontinuous subsets of (i.e. given any bounded subset of there exists a neighborhood of the origin in such that).[6]
Conversely, if is a locally convex TVS then the polars (taken with respect to) of any fundamental family of equicontinuous subsets of form a neighborhood base of the origin in[6]
Let be a TVS with a topology Then is a locally convex TVS topology if and only if is the topology of uniform convergence on the equicontinuous subsets of[6]
The last two results explain why equicontinuous subsets of the continuous dual space play such a prominent role in the modern theory of functional analysis: because equicontinuous subsets encapsulate all information about the locally convex space's original topology.
^Since for all of these completing definitions of the polar set to agree, if is real-valued then it suffices for to be symmetric, while if is complex-valued then it suffices that for all real
^To prove that let If is a finite-dimensional vector subspace of then because is continuous (as is true of all linear functionals on a finite-dimensional Hausdorff TVS), it follows from and being a closed set that The union of all such sets is consequently also a subset of which proves that and so In general, if is any TVS-topology on then
^Niculescu, C.P.; Persson, Lars-Erik (2018).Convex Functions and Their Applications. CMS Books in Mathematics. Cham, Switzerland: Springer. pp. 94–5,134–5.doi:10.1007/978-3-319-78337-6.ISBN978-3-319-78337-6.
Köthe, Gottfried (1983) [1969].Topological Vector Spaces I. Grundlehren der mathematischen Wissenschaften. Vol. 159. Translated by Garling, D.J.H. New York: Springer Science & Business Media.ISBN978-3-642-64988-2.MR0248498.OCLC840293704.
Narici, Lawrence; Beckenstein, Edward (2011).Topological Vector Spaces. Pure and applied mathematics (Second ed.). Boca Raton, FL: CRC Press.ISBN978-1584888666.OCLC144216834.