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 ...
and related areas of
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 ...
, the strong dual space of 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 als ...
(TVS)
is the
continuous dual space
In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V,'' together with the vector space structure of pointwise addition and scalar multiplication by const ...
of
equipped with the strong (dual) topology or the topology of uniform convergence on bounded subsets of
where this topology is denoted by
or
The
coarsest polar topology is called
weak topology.
The strong dual space plays such an important role in modern functional analysis, that the continuous dual space is usually assumed to have the strong dual topology unless indicated otherwise.
To emphasize that the continuous dual space,
has the strong dual topology,
or
may be written.
Strong dual topology
Throughout, all vector spaces will be assumed to be over the field
of either the
real number
In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s
or
complex number
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 ...
s
Definition from a dual system
Let
be a
dual pair of vector spaces over the field
of
real number
In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s
or
complex number
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 ...
s
For any
and any
define
Neither
nor
has a topology so say a subset
is said to be if
for all
So a subset
is called if and only if
This is equivalent to the usual notion of
bounded subsets when
is given the weak topology induced by
which is a Hausdorff
locally convex topology.
Let
denote the
family
Family (from ) is a Social group, group of people related either by consanguinity (by recognized birth) or Affinity (law), affinity (by marriage or other relationship). It forms the basis for social order. Ideally, families offer predictabili ...
of all subsets
bounded by elements of
; that is,
is the set of all subsets
such that for every
Then the
on
also denoted by
or simply
or
if the pairing
is understood, is defined as the
locally convex topology on
generated by the seminorms of the form
The definition of the strong dual topology now proceeds as in the case of a TVS.
Note that if
is a TVS whose continuous dual space
separates points on
then
is part of a canonical dual system
where
In the special case when
is a
locally convex space
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 vec ...
, the on the (continuous)
dual space
In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V,'' together with the vector space structure of pointwise addition and scalar multiplication by cons ...
(that is, on the space of all continuous linear functionals
) is defined as the strong topology
and it coincides with the topology of uniform convergence on
bounded set
In mathematical analysis and related areas of mathematics, a set is called bounded if all of its points are within a certain distance of each other. Conversely, a set which is not bounded is called unbounded. The word "bounded" makes no sense in ...
s in
i.e. with the topology on
generated by the seminorms of the form
where
runs over the family of all
bounded set
In mathematical analysis and related areas of mathematics, a set is called bounded if all of its points are within a certain distance of each other. Conversely, a set which is not bounded is called unbounded. The word "bounded" makes no sense in ...
s in
The space
with this topology is called of the space
and is denoted by
Definition on a TVS
Suppose that
is 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 als ...
(TVS) over the field
Let
be any fundamental system of
bounded sets of
;
that is,
is a
family
Family (from ) is a Social group, group of people related either by consanguinity (by recognized birth) or Affinity (law), affinity (by marriage or other relationship). It forms the basis for social order. Ideally, families offer predictabili ...
of bounded subsets of
such that every bounded subset of
is a subset of some
;
the set of all bounded subsets of
forms a fundamental system of bounded sets of
A basis of closed neighborhoods of the origin in
is given by the
polars:
as
ranges over
).
This is a locally convex topology that is given by the set of
seminorm
In mathematics, particularly in functional analysis, a seminorm is like a Norm (mathematics), norm but need not be positive definite. Seminorms are intimately connected with convex sets: every seminorm is the Minkowski functional of some Absorbing ...
s on
:
as
ranges over
If
is
normable
In mathematics, a norm is a function (mathematics), function from a real or complex vector space to the non-negative real numbers that behaves in certain ways like the distance from the Origin (mathematics), origin: it Equivariant map, commutes w ...
then so is
and
will in fact be 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 ...
.
If
is a normed space with norm
then
has a canonical norm (the
operator norm
In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces. Inform ...
) given by
;
the topology that this norm induces on
is identical to the strong dual topology.
Bidual
The bidual or second dual of a TVS
often denoted by
is the strong dual of the strong dual of
:
where the vector space
is endowed with the strong dual topology
Properties
Let
be a
locally convex TVS.
* A convex
balanced weakly compact subset of
is bounded in
* Every weakly bounded subset of
is strongly bounded.
* If
is a
barreled space
In functional analysis and related areas of mathematics, a barrelled space (also written barreled space) is a topological vector space (TVS) for which every barrelled set in the space is a neighbourhood for the zero vector.
A barrelled set or a b ...
then
's topology is identical to the strong dual topology
and to the
Mackey topology
In functional analysis and related areas of mathematics, the Mackey topology, named after George Mackey, is the finest topology for a topological vector space which still preserves the continuous dual. In other words the Mackey topology does not ...
on
* If
is a metrizable locally convex space, then the strong dual of
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 a ...
if and only if it is an
infrabarreled space In functional analysis, a discipline within mathematics, a locally convex topological vector space (TVS) is said to be infrabarrelled (also spelled infra barreled) if every bounded barrel is a neighborhood of the origin.
Similarly, quasibarrelle ...
, if and only if it is a
barreled space
In functional analysis and related areas of mathematics, a barrelled space (also written barreled space) is a topological vector space (TVS) for which every barrelled set in the space is a neighbourhood for the zero vector.
A barrelled set or a b ...
.
* If
is Hausdorff locally convex TVS then
is
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, \tau) is said to be metrizable if there is a metric d : X \times X \to , \infty) suc ...
if and only if there exists a countable set
of bounded subsets of
such that every bounded subset of
is contained in some element of
* 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 a ...
(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, \tau) is said to be metrizable if there is a metric d : X \times X \to , \infty) suc ...
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
barrelled space, then its topology coincides with the strong topology
on
and with the
Mackey topology
In functional analysis and related areas of mathematics, the Mackey topology, named after George Mackey, is the finest topology for a topological vector space which still preserves the continuous dual. In other words the Mackey topology does not ...
on generated by the pairing
Examples
If
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 ...
, then its
(continuous) dual space with the strong topology coincides with the
Banach dual space ; that is, with the space
with the topology induced by the
operator norm
In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces. Inform ...
. Conversely
-topology on
is identical to the topology induced by the
norm on
See also
*
*
*
*
*
*
*
*
References
Bibliography
*
*
*
*
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{{DualityInLCTVSs
Functional analysis
Topology of function spaces
Linear functionals