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 ...
and related areas of
mathematics a polar topology, topology of
-convergence or topology of uniform convergence on the sets of
is a method to define
locally convex topologies on the
vector space
In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called '' vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but ...
s of a
pairing
In mathematics, a pairing is an ''R''-bilinear map from the Cartesian product of two ''R''- modules, where the underlying ring ''R'' is commutative.
Definition
Let ''R'' be a commutative ring with unit, and let ''M'', ''N'' and ''L'' be ''R''- ...
.
Preliminaries
A
pairing
In mathematics, a pairing is an ''R''-bilinear map from the Cartesian product of two ''R''- modules, where the underlying ring ''R'' is commutative.
Definition
Let ''R'' be a commutative ring with unit, and let ''M'', ''N'' and ''L'' be ''R''- ...
is a triple
consisting of two vector spaces over a field
(either the
real numbers
In mathematics, a real number is a number that can be used to measure a ''continuous'' one-dimensional quantity such as a distance, duration or temperature. Here, ''continuous'' means that values can have arbitrarily small variations. Every ...
or
complex numbers
In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the for ...
) and a
bilinear map
In mathematics, a bilinear map is a function combining elements of two vector spaces to yield an element of a third vector space, and is linear in each of its arguments. Matrix multiplication is an example.
Definition
Vector spaces
Let V, ...
A dual pair or dual system is a pairing
satisfying the following two separation axioms:
#
separates/distinguishes points of
: for all non-zero
there exists
such that
and
#
separates/distinguishes points of
: for all non-zero
there exists
such that
Polars
The
polar or absolute polar of a subset
is the set
:
Dually, the polar or absolute polar of a subset
is denoted by
and defined by
:
In this case, the absolute polar of a subset
is also called the prepolar of
and may be denoted by
The polar is a
convex balanced set containing the origin.
If
then the bipolar of
denoted by
is defined by
Similarly, if
then the bipolar of
is defined to be
Weak topologies
Suppose that
is a pairing of vector spaces over
:Notation: For all
let
denote the linear functional on
defined by
and let
:Similarly, for all
let
be defined by
and let
The weak topology on
induced by
(and
) is the weakest TVS topology on
denoted by
or simply
making all maps
continuous, as
ranges over
Similarly, there are the dual definition of the weak topology on
induced by
(and
), which is denoted by
or simply
: it is the weakest TVS topology on
making all maps
continuous, as
ranges over
Weak boundedness and absorbing polars
It is because of the following theorem that it is almost always assumed that the family
consists of
-bounded subsets of
Dual definitions and results
Every pairing
can be associated with a corresponding pairing
where by definition
There is a repeating theme in duality theory, which is that any definition for a pairing
has a corresponding dual definition for the pairing
:Convention and Definition: Given any definition for a pairing
one obtains a ''dual definition'' by applying it to the pairing
If the definition depends on the order of
and
(e.g. the definition of "the weak topology
defined on
by
") then by switching the order of
and
it is meant that this definition should be applied to
(e.g. this gives us the definition of "the weak topology
defined on
by
").
For instance, after defining "
distinguishes points of
" (resp, "
is a total subset of
") as above, then the dual definition of "
distinguishes points of
" (resp, "
is a total subset of
") is immediately obtained.
For instance, once
is defined then it should be automatically assume that
has been defined without mentioning the analogous definition.
The same applies to many theorems.
:Convention: Adhering to common practice, unless clarity is needed, whenever a definition (or result) is given for a pairing
then mention the corresponding dual definition (or result) will be omitted but it may nevertheless be used.
In particular, although this article will only define the general notion of polar topologies on
with
being a collection of
-bounded subsets of
this article will nevertheless use the dual definition for polar topologies on
with
being a collection of
-bounded subsets of
;Identification of
with
Although it is technically incorrect and an abuse of notation, the following convention is nearly ubiquitous:
:Convention: This article will use the common practice of treating a pairing
interchangeably with
and also denoting
by
Polar topologies
Throughout,
is a
pairing
In mathematics, a pairing is an ''R''-bilinear map from the Cartesian product of two ''R''- modules, where the underlying ring ''R'' is commutative.
Definition
Let ''R'' be a commutative ring with unit, and let ''M'', ''N'' and ''L'' be ''R''- ...
of vector spaces over the field
and
is a non-empty collection of
-bounded subsets of
For every
and
is
convex and balanced and because
is a
-bounded, the set
is
absorbing in
The polar topology on
determined (or generated) by
(and
), also called the
-topology on
or the topology of
uniform convergence
In the mathematical field of analysis, uniform convergence is a mode of convergence of functions stronger than pointwise convergence. A sequence of functions (f_n) converges uniformly to a limiting function f on a set E if, given any arbitra ...
on the sets of
is the unique
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 ...
(TVS) topology on
for which
:
forms a
neighbourhood subbasis at the origin. When
is endowed with this
-topology then it is denoted by
If
is a sequence of positive numbers converging to
then the defining neighborhood subbasis at
may be replaced with
:
without changing the resulting topology.
When
is a
directed set
In mathematics, a directed set (or a directed preorder or a filtered set) is a nonempty Set (mathematics), set A together with a Reflexive relation, reflexive and Transitive relation, transitive binary relation \,\leq\, (that is, a preorder), with ...
with respect to subset inclusion (i.e. if for all
there exists some
such that
) then the defining neighborhood subbasis at the origin actually forms a
neighborhood basis at
;Seminorms defining the polar topology
Every
determines a
seminorm In mathematics, particularly in functional analysis, a seminorm is a vector space norm that need not be positive definite. Seminorms are intimately connected with convex sets: every seminorm is the Minkowski functional of some absorbing disk a ...
defined by
:
where
and
is in fact the
Minkowski functional
In mathematics, in the field of functional analysis, a Minkowski functional (after Hermann Minkowski) or gauge function is a function that recovers a notion of distance on a linear space.
If K is a subset of a real or complex vector space X, the ...
of
Because of this, the
-topology on
is always a
locally convex
In functional analysis and related areas of mathematics, locally convex topological vector spaces (LCTVS) or locally convex spaces are examples of topological vector spaces (TVS) that generalize normed spaces. They can be defined as topological ...
topology.
;Modifying
If every positive scalar multiple of a set in
is contained in some set belonging to
then the defining neighborhood subbasis at the origin can be replaced with
:
without changing the resulting topology.
The following theorem gives ways in which
can be modified without changing the resulting
-topology on
It is because of this theorem that many authors often require that
also satisfy the following additional conditions:
- The union of any two sets is contained in some set ;
- All scalar multiples of every belongs to
Some authors
further assume that every
belongs to some set
because this assumption suffices to ensure that the
-topology is Hausdorff.
;Convergence of nets and filters
If
is a
net in
then
in the
-topology on
if and only if for every
or in words, if and only if for every
the net of linear functionals
on
converges uniformly to
on
; here, for each
the linear functional
is defined by
If
then
in the
-topology on
if and only if for all
A
filter on
converges to an element
in the
-topology on
if
converges uniformly to
on each
Properties
:The results in the article
Topologies on spaces of linear maps In mathematics, particularly functional analysis, spaces of linear maps between two vector spaces can be endowed with a variety of topologies. Studying space of linear maps and these topologies can give insight into the spaces themselves.
The ar ...
can be applied to polar topologies.
Throughout,
is a
pairing
In mathematics, a pairing is an ''R''-bilinear map from the Cartesian product of two ''R''- modules, where the underlying ring ''R'' is commutative.
Definition
Let ''R'' be a commutative ring with unit, and let ''M'', ''N'' and ''L'' be ''R''- ...
of vector spaces over the field
and
is a non-empty collection of
-bounded subsets of
;Hausdorffness
:We say that
covers if every point in
belong to some set in
:We say that
is
total in if the
linear span
In mathematics, the linear span (also called the linear hull or just span) of a set of vectors (from a vector space), denoted , pp. 29-30, §§ 2.5, 2.8 is defined as the set of all linear combinations of the vectors in . It can be characteri ...
of
is dense in
Proof of (2):
If
then we're done, so assume otherwise. Since the
-topology on
is a TVS topology, it suffices to show that the set
is closed in
Let
be non-zero, let
be defined by
for all
and let
Since
distinguishes points of
there exists some (non-zero)
such that
where (since
is surjective) it can be assumed
without loss of generality
''Without loss of generality'' (often abbreviated to WOLOG, WLOG or w.l.o.g.; less commonly stated as ''without any loss of generality'' or ''with no loss of generality'') is a frequently used expression in mathematics. The term is used to indicat ...
that
The set
is a
-open subset of
that is not empty (since it contains
). Since
is a
-dense subset of
there exists some
and some
such that
Since
so that
where
is a subbasic closed neighborhood of the origin in the
-topology on
■
Examples of polar topologies induced by a pairing
Throughout,
will be a pairing of vector spaces over the field
and
will be a non-empty collection of
-bounded subsets of
The following table will omit mention of
The topologies are listed in an order that roughly corresponds with
coarser topologies first and the finer topologies last; note that some of these topologies may be out of order e.g.
and the topology below it (i.e. the topology generated by
-complete and bounded disks) or if
is not Hausdorff. If more than one collection of subsets appears the same row in the left-most column then that means that the same polar topology is generated by these collections.
:Notation: If
denotes a polar topology on
then
endowed with this topology will be denoted by
or simply
For example, if
then
so that
and
all denote
with endowed with
Weak topology σ(''Y'', ''X'')
For any
a basic
-neighborhood of
in
is a set of the form:
:
for some real
and some finite set of points
in
The continuous dual space of
is
where more precisely, this means that a linear functional
on
belongs to this continuous dual space if and only if there exists some
such that
for all
The weak topology is the coarsest TVS topology on
for which this is true.
In general, the
convex balanced hull In mathematics, a subset ''C'' of a real or complex vector space is said to be absolutely convex or disked if it is convex and balanced (some people use the term "circled" instead of "balanced"), in which case it is called a disk.
The disked hull o ...
of a
-compact subset of
need not be
-compact.
If
and
are vector spaces over the complex numbers (which implies that
is complex valued) then let
and
denote these spaces when they are considered as vector spaces over the real numbers
Let
denote the real part of
and observe that
is a pairing. The weak topology
on
is identical to the weak topology
This ultimately stems from the fact that for any complex-valued linear functional
on
with real part
then
:
for all
Mackey topology τ(''Y'', ''X'')
The continuous dual space of
is
(in the exact same way as was described for the weak topology). Moreover, the Mackey topology is the finest locally convex topology on
for which this is true, which is what makes this topology important.
Since in general, the
convex balanced hull In mathematics, a subset ''C'' of a real or complex vector space is said to be absolutely convex or disked if it is convex and balanced (some people use the term "circled" instead of "balanced"), in which case it is called a disk.
The disked hull o ...
of a
-compact subset of
need not be
-compact, the Mackey topology may be strictly coarser than the topology
Since every
-compact set is
-bounded, the Mackey topology is coarser than the strong topology
Strong topology 𝛽(''Y'', ''X'')
A
neighborhood basis (not just a
subbasis) at the origin for the
topology is:
:
The strong topology
is finer than the Mackey topology.
Polar topologies and topological vector spaces
Throughout this section,
will be a
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 ...
(TVS) with continuous dual space
and
will be the canonical
pairing
In mathematics, a pairing is an ''R''-bilinear map from the Cartesian product of two ''R''- modules, where the underlying ring ''R'' is commutative.
Definition
Let ''R'' be a commutative ring with unit, and let ''M'', ''N'' and ''L'' be ''R''- ...
, where by definition
The vector space
always distinguishes/separates the points of
but
may fail to distinguishes the points of
(this necessarily happens if, for instance,
is not Hausdorff), in which case the pairing
is not a dual pair. By the
Hahn–Banach theorem
The Hahn–Banach theorem is a central tool in functional analysis.
It allows the extension of bounded linear functionals defined on a subspace of some vector space to the whole space, and it also shows that there are "enough" continuous linear f ...
, if
is a Hausdorff
locally convex
In functional analysis and related areas of mathematics, locally convex topological vector spaces (LCTVS) or locally convex spaces are examples of topological vector spaces (TVS) that generalize normed spaces. They can be defined as topological ...
space then
separates points of
and thus
forms a dual pair.
Properties
- If covers then the canonical map from into is well-defined. That is, for all the evaluation functional on meaning the map is continuous on
* If in addition separates points on then the canonical map of into is an injection.
- Suppose that is a continuous linear and that and are collections of bounded subsets of and respectively, that each satisfy axioms and Then the
transpose
In linear algebra, the transpose of a matrix is an operator which flips a matrix over its diagonal;
that is, it switches the row and column indices of the matrix by producing another matrix, often denoted by (among other notations).
The tr ...
of is continuous if for every there is some such that
* In particular, the transpose of is continuous if carries the (respectively, ) topology and carry any topology stronger than the topology (respectively, ).
- If is a locally convex Hausdorff TVS over the field and is a collection of bounded subsets of that satisfies axioms and then the bilinear map defined by is continuous if and only if is normable and the -topology on is the strong dual topology
- Suppose that is a
Fréchet space
In functional analysis and related areas of mathematics, Fréchet spaces, named after Maurice Fréchet, are special topological vector spaces.
They are generalizations of Banach spaces ( normed vector spaces that are complete with respect ...
and is a collection of bounded subsets of that satisfies axioms and If contains all compact subsets of then is complete.
Polar topologies on the continuous dual space
Throughout,
will be a TVS over the field
with continuous dual space
and
and
will be associated with the canonical pairing. The table below defines many of the most common polar topologies on
:Notation: If
denotes a polar topology then
endowed with this topology will be denoted by
(e.g. if
then
and
so that
denotes
with endowed with
).
If in addition,
then this TVS may be denoted by
(for example,
).
The reason why some of the above collections (in the same row) induce the same polar topologies is due to some basic results. A closed subset of a complete TVS is complete and that a complete subset of a Hausdorff and complete TVS is closed. Furthermore, in every TVS, compact subsets are complete and the
balanced hull
In linear algebra and related areas of mathematics a balanced set, circled set or disk in a vector space (over a field \mathbb with an absolute value function , \cdot , ) is a set S such that a S \subseteq S for all scalars a satisfying , a, ...
of a compact (resp.
totally bounded In topology and related branches of mathematics, total-boundedness is a generalization of compactness for circumstances in which a set is not necessarily closed. A totally bounded set can be covered by finitely many subsets of every fixed “si ...
) subset is again compact (resp. totally bounded). Also, a Banach space can be complete without being weakly complete.
If
is bounded then
is
absorbing in
(note that being absorbing is a necessary condition for
to be a neighborhood of the origin in any TVS topology on
). If
is a locally convex space and
is absorbing in
then
is bounded in
Moreover, a subset
is weakly bounded if and only if
is
absorbing in
For this reason, it is common to restrict attention to families of bounded subsets of
Weak/weak* topology
The
topology has the following properties:
Banach–Alaoglu theorem
In functional analysis and related branches of mathematics, the Banach–Alaoglu theorem (also known as Alaoglu's theorem) states that the closed unit ball of the dual space of a normed vector space is compact in the weak* topology.
A common pr ...
: Every equicontinuous subset of is relatively compact
In mathematics, a relatively compact subspace (or relatively compact subset, or precompact subset) of a topological space is a subset whose closure is compact.
Properties
Every subset of a compact topological space is relatively compact (sinc ...
for
* it follows that the -closure of the convex balanced hull of an equicontinuous subset of is equicontinuous and -compact.
- Theorem (S. Banach): Suppose that and are Fréchet spaces or that they are duals of reflexive Fréchet spaces and that is a continuous linear map. Then is surjective if and only if the transpose of is one-to-one and the
image
An image is a visual representation of something. It can be two-dimensional, three-dimensional, or somehow otherwise feed into the visual system to convey information. An image can be an artifact, such as a photograph or other two-dimensio ...
of is weakly closed in
- Suppose that and are
Fréchet space
In functional analysis and related areas of mathematics, Fréchet spaces, named after Maurice Fréchet, are special topological vector spaces.
They are generalizations of Banach spaces ( normed vector spaces that are complete with respect ...
s, is a Hausdorff locally convex space and that is a separately-continuous bilinear map. Then is continuous.
* In particular, any separately continuous bilinear maps from the product of two duals of reflexive Fréchet spaces into a third one is continuous.
- is normable if and only if is finite-dimensional.
- When is infinite-dimensional the topology on is strictly coarser than the strong dual topology
- Suppose that is a locally convex Hausdorff space and that is its completion. If then is strictly finer than
- Any equicontinuous subset in the dual of a separable Hausdorff locally convex vector space is metrizable in the topology.
- If is locally convex then a subset is -bounded if and only if there exists a
barrel
A barrel or cask is a hollow cylindrical container with a bulging center, longer than it is wide. They are traditionally made of wooden staves and bound by wooden or metal hoops. The word vat is often used for large containers for liquids, ...
in such that
Compact-convex convergence
If
is a Fréchet space then the topologies
Compact convergence
If
is a
Fréchet space
In functional analysis and related areas of mathematics, Fréchet spaces, named after Maurice Fréchet, are special topological vector spaces.
They are generalizations of Banach spaces ( normed vector spaces that are complete with respect ...
or a
LF-space In mathematics, an ''LF''-space, also written (''LF'')-space, is a topological vector space (TVS) ''X'' that is a locally convex inductive limit of a countable inductive system (X_n, i_) of Fréchet spaces.
This means that ''X'' is a direct lim ...
then
is complete.
Suppose that
is a metrizable topological vector space and that
If the intersection of
with every equicontinuous subset of
is weakly-open, then
is open in
Precompact convergence
Banach–Alaoglu theorem
In functional analysis and related branches of mathematics, the Banach–Alaoglu theorem (also known as Alaoglu's theorem) states that the closed unit ball of the dual space of a normed vector space is compact in the weak* topology.
A common pr ...
: An equicontinuous subset
has compact closure in the topology of uniform convergence on precompact sets. Furthermore, this topology on
coincides with the
topology.
Mackey topology
By letting
be the set of all convex balanced weakly compact subsets of
will have the Mackey topology on
or the topology of uniform convergence on convex balanced weakly compact sets, which is denoted by
and
with this topology is denoted by
Strong dual topology
Due to the importance of this topology, the continuous dual space of
is commonly denoted simply by
Consequently,
The
topology has the following properties:
- If is locally convex, then this topology is finer than all other -topologies on when considering only 's whose sets are subsets of
- If is a
bornological space
In mathematics, particularly in functional analysis, a bornological space is a type of space which, in some sense, possesses the minimum amount of structure needed to address questions of boundedness of sets and linear maps, in the same way that ...
(e.g. metrizable
In topology and related areas of mathematics, a metrizable space is a topological space that is homeomorphic to a metric space. That is, a topological space (X, \mathcal) is said to be metrizable if there is a metric d : X \times X \to , \inf ...
or LF-space In mathematics, an ''LF''-space, also written (''LF'')-space, is a topological vector space (TVS) ''X'' that is a locally convex inductive limit of a countable inductive system (X_n, i_) of Fréchet spaces.
This means that ''X'' is a direct lim ...
) then is complete.
- If is a normed space then the strong dual topology on may be defined by the norm where
- If is a
LF-space In mathematics, an ''LF''-space, also written (''LF'')-space, is a topological vector space (TVS) ''X'' that is a locally convex inductive limit of a countable inductive system (X_n, i_) of Fréchet spaces.
This means that ''X'' is a direct lim ...
that is the inductive limit of the sequence of space (for ) then is a Fréchet space
In functional analysis and related areas of mathematics, Fréchet spaces, named after Maurice Fréchet, are special topological vector spaces.
They are generalizations of Banach spaces ( normed vector spaces that are complete with respect ...
if and only if all are normable.
- If is a
Montel space
In functional analysis and related areas of mathematics, a Montel space, named after Paul Montel, is any topological vector space (TVS) in which an analog of Montel's theorem holds. Specifically, a Montel space is a barrelled topological vector ...
then
* has the Heine–Borel property (i.e. every closed and bounded subset of is compact in )
* On bounded subsets of the strong and weak topologies coincide (and hence so do all other topologies finer than and coarser than ).
* Every weakly convergent sequence in is strongly convergent.
Mackey topology
By letting
be the set of all convex balanced weakly compact subsets of
will have the Mackey topology on
induced by
or the topology of uniform convergence on convex balanced weakly compact subsets of
, which is denoted by
and
with this topology is denoted by
- This topology is finer than and hence finer than
Polar topologies induced by subsets of the continuous dual space
Throughout,
will be a TVS over the field
with continuous dual space
and the canonical pairing will be associated with
and
The table below defines many of the most common polar topologies on
:Notation: If
denotes a polar topology on
then
endowed with this topology will be denoted by
or
(e.g. for
we'd have
so that
and
both denote
with endowed with
).
The closure of an
equicontinuous
In mathematical analysis, a family of functions is equicontinuous if all the functions are continuous and they have equal variation over a given neighbourhood, in a precise sense described herein.
In particular, the concept applies to countable f ...
subset of
is weak-* compact and equicontinuous and furthermore, the convex balanced hull of an equicontinuous subset is equicontinuous.
Weak topology
Suppose that
and
are Hausdorff locally convex spaces with
metrizable and that
is a linear map. Then
is continuous if and only if
is continuous. That is,
is continuous when
and
carry their given topologies if and only if
is continuous when
and
carry their weak topologies.
Convergence on equicontinuous sets
If
was the set of all convex balanced weakly compact equicontinuous subsets of
then the same topology would have been induced.
If
is locally convex and Hausdorff then
's given topology (i.e. the topology that
started with) is exactly
That is, for
Hausdorff and locally convex, if
then
is equicontinuous if and only if
is equicontinuous and furthermore, for any
is a neighborhood of the origin if and only if
is equicontinuous.
Importantly, a set of continuous linear functionals
on a TVS
is equicontinuous if and only if it is contained in the
polar of some neighborhood
of the origin in
(i.e.
). Since a TVS's topology is completely determined by the open neighborhoods of the origin, this means that via operation of taking the polar of a set, the collection of equicontinuous subsets of
"encode" all information about
's topology (i.e. distinct TVS topologies on
produce distinct collections of equicontinuous subsets, and given any such collection one may recover the TVS original topology by taking the polars of sets in the collection). Thus uniform convergence on the collection of equicontinuous subsets is essentially "convergence on the topology of
".
Mackey topology
Suppose that
is a locally convex Hausdorff space. If
is metrizable or
barrelled then
's original topology is identical to the Mackey topology
Topologies compatible with pairings
Let
be a vector space and let
be a vector subspace of the algebraic dual of
that
separates points on
If
is any other locally convex Hausdorff topological vector space topology on
then
is compatible with duality between
and
if when
is equipped with
then it has
as its continuous dual space. If
is given the weak topology
then
is a Hausdorff 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 ...
(TVS) and
is compatible with duality between
and
(i.e.
).
The question arises: what are
all of the locally convex Hausdorff TVS topologies that can be placed on
that are compatible with duality between
and
? The answer to this question is called the
Mackey–Arens theorem.
See also
*
*
*
*
*
*
*
References
*
*
*
*
{{DualityInLCTVSs
Topology of function spaces