Complete topological vector space explained
In functional analysis and related areas of mathematics, a complete topological vector space is a topological vector space (TVS) with the property that whenever points get progressively closer to each other, then there exists some point
towards which they all get closer. The notion of "points that get progressively closer" is made rigorous by or, which are generalizations of, while "point
towards which they all get closer" means that this Cauchy net or filter converges to
The notion of completeness for TVSs uses the theory of
uniform spaces as a framework to generalize the notion of
completeness for metric spaces. But unlike metric-completeness, TVS-completeness does not depend on any metric and is defined for TVSs, including those that are not
metrizable or
Hausdorff.
with a
translation invariant metric[1]
is complete as a TVS if and only if
is a
complete metric space, which by definition means that every
-
Cauchy sequence converges to some point in
Prominent examples of complete TVSs that are also
metrizable include all
F-spaces and consequently also all
Fréchet spaces,
Banach spaces, and
Hilbert spaces. Prominent examples of complete TVS that are (typically) metrizable include strict
LF-spaces such as the
space of test functions
with it canonical LF-topology, the
strong dual space of any non-normable
Fréchet space, as well as many other
polar topologies on continuous dual space or other
topologies on spaces of linear maps.
Explicitly, a topological vector spaces (TVS) is complete if every net, or equivalently, every filter, that is Cauchy with respect to the space's necessarily converges to some point. Said differently, a TVS is complete if its canonical uniformity is a complete uniformity. The canonical uniformity on a TVS
is the unique
[2] translation-invariant
uniformity that induces on
the topology
This notion of "TVS-completeness" depends on vector subtraction and the topology of the TVS; consequently, it can be applied to all TVSs, including those whose topologies can not be defined in terms
metrics or
pseudometrics. A
first-countable TVS is complete if and only if every Cauchy sequence (or equivalently, every elementary Cauchy filter) converges to some point.
Every topological vector space
even if it is not
metrizable or not
Hausdorff, has a, which by definition is a complete TVS
into which
can be TVS-embedded as a
dense vector subspace. Moreover, every Hausdorff TVS has a completion, which is necessarily unique
up to TVS-isomorphism. However, as discussed below, all TVSs have infinitely many non-Hausdorff completions that are TVS-isomorphic to one another.
Definitions
See main article: Net (mathematics) and Filters in topology.
This section summarizes the definition of a complete topological vector space (TVS) in terms of both nets and prefilters. Information about convergence of nets and filters, such as definitions and properties, can be found in the article about filters in topology.
Every topological vector space (TVS) is a commutative topological group with identity under addition and the canonical uniformity of a TVS is defined in terms of subtraction (and thus addition); scalar multiplication is not involved and no additional structure is needed.
Canonical uniformity
The of
is the set
and for any
the
/
is the set
where if
then
contains the diagonal
If
is a
symmetric set (that is, if
), then
is
, which by definition means that
\DeltaX(N)=
| \operatorname{op |
\left(\Delta | |
| X(N)\right) |
} holds where
| \operatorname{op |
\left(\Delta | |
| X(N)\right) |
} ~\stackrel~ \left\, and in addition, this symmetric set's with itself is:
If
is any neighborhood basis at the origin in
then the
family of subsets of
is a prefilter on
If
is the
neighborhood filter at the origin in
then
forms a base of entourages for a
uniform structure on
that is considered canonical. Explicitly, by definition,
is the
filter
on
generated by the above prefilter:
where
denotes the of
in
The same canonical uniformity would result by using a neighborhood basis of the origin rather the filter of all neighborhoods of the origin. If
is any neighborhood basis at the origin in
then the filter on
generated by the prefilter
} is equal to the canonical uniformity
induced by
Cauchy net
See also: Net (mathematics) and Convex series.
The general theory of uniform spaces has its own definition of a "Cauchy prefilter" and "Cauchy net". For the canonical uniformity on
these definitions reduce down to those given below.
Suppose
is a net in
and
is a net in
The product
becomes a
directed set by declaring
(i,j)\leq\left(i2,j2\right)
if and only if
and
Then
denotes the (
Cartesian)
, where in particular
If
then the image of this net under the vector addition map
denotes the
of these two nets:
and similarly their
is defined to be the image of the product net under the vector subtraction map
:
In particular, the notation
x\bull-x\bull=\left(xi\right)i-\left(xi\right)i
denotes the
-indexed net
and not the
-indexed net
since using the latter as the definition would make the notation useless.
in a TVS
is called a
Cauchy net if
Explicitly, this means that for every neighborhood
of
in
there exists some index
such that
for all indices
that satisfy
and
It suffices to check any of these defining conditions for any given neighborhood basis of
in
A
Cauchy sequence is a sequence that is also a Cauchy net.
If
then
in
and so the continuity of the vector subtraction map
which is defined by
S(x,y)~\stackrel{\scriptscriptstyledef
}~ x - y, guarantees that
S\left(x\bull x x\bull\right)\toS(x,x)
in
where
S\left(x\bull x x\bull\right)=\left(xi-xj\right)(i,=x\bull-x\bull
and
This proves that every convergent net is a Cauchy net. By definition, a space is called if the converse is also always true. That is,
is complete if and only if the following holds:
whenever
is a net in
then
converges (to some point) in
if and only if
in
A similar characterization of completeness holds if filters and prefilters are used instead of nets.
A series
is called a
(respectively, a
) if the sequence of partial sums
is a
Cauchy sequence (respectively, a
convergent sequence). Every convergent series is necessarily a Cauchy series. In a complete TVS, every Cauchy series is necessarily a convergent series.
Cauchy filter and Cauchy prefilter
See also: Filters in topology.
on a
topological vector space
is called a
Cauchy prefilter if it satisfies any of the following equivalent conditions:
-
in
l{B}-l{B}~\stackrel{\scriptscriptstyledef
}~ \ is a prefilter.
means that for every neighborhood
of the origin in
there exist
such that
-
in
is a prefilter equivalent to
(equivalence means these prefilters generate the same filter on
).
means that for every neighborhood
of the origin in
there exists some
such that
- For every neighborhood
of the origin in
contains some
-small set (that is, there exists some
such that
).
is called
-small or
if
- For every neighborhood
of the origin in
there exists some
and some
such that
- This statement remains true if "
" is replaced with "
" - Every neighborhood of the origin in
contains some subset of the form
where
and
It suffices to check any of the above conditions for any given neighborhood basis of
in
A
Cauchy filter is a Cauchy prefilter that is also a
filter on
If
is a prefilter on a topological vector space
and if
then
in
if and only if
x\in\operatorname{cl}l{B}
and
is Cauchy.
Complete subset
For any
a prefilter
is necessarily a subset of
; that is,
A subset
of a TVS
is called a
if it satisfies any of the following equivalent conditions:
- Every Cauchy prefilter
on
converges to at least one point of
is Hausdorff then every prefilter on
will converge to at most one point of
But if
is not Hausdorff then a prefilter may converge to multiple points in
The same is true for nets.
- Every Cauchy net in
converges to at least one point of
-
is a complete uniform space (under the point-set topology definition of "complete uniform space") when
is endowed with the uniformity induced on it by the canonical uniformity of
The subset
is called a
if every Cauchy sequence in
(or equivalently, every elementary Cauchy filter/prefilter on
) converges to at least one point of
Importantly, : If
is not Hausdorff and if every Cauchy prefilter on
converges to some point of
then
will be complete even if some or all Cauchy prefilters on
converge to points(s) in
In short, there is no requirement that these Cauchy prefilters on
converge to points in
The same can be said of the convergence of Cauchy nets in
As a consequence, if a TVS
is Hausdorff then every subset of the closure of
in
is complete because it is compact and every compact set is necessarily complete. In particular, if
\varnothing ≠ S\subseteq\operatorname{cl}X\{0\}
is a proper subset, such as
for example, then
would be complete even though Cauchy net in
(and also every Cauchy prefilter on
) converges to point in
including those points in
that do not belong to
This example also shows that complete subsets (and indeed, even compact subsets) of a non-Hausdorff TVS may fail to be closed. For example, if
\varnothing ≠ S\subseteq\operatorname{cl}X\{0\}
then
S=\operatorname{cl}X\{0\}
if and only if
is closed in
Complete topological vector space
is called a
if any of the following equivalent conditions are satisfied:
-
is a complete uniform space when it is endowed with its canonical uniformity.
- In the general theory of uniform spaces, a uniform space is called a complete uniform space if each Cauchy filter on
converges to some point of
in the topology induced by the uniformity. When
is a TVS, the topology induced by the canonical uniformity is equal to
's given topology (so convergence in this induced topology is just the usual convergence in
). -
is a complete subset of itself.
- There exists a neighborhood of the origin in
that is also a complete subset of
- This implies that every locally compact TVS is complete (even if the TVS is not Hausdorff).
- Every Cauchy prefilter
on
converges in
to at least one point of
is Hausdorff then every prefilter on
will converge to at most one point of
But if
is not Hausdorff then a prefilter may converge to multiple points in
The same is true for nets.
- Every Cauchy filter on
converges in
to at least one point of
- Every Cauchy net in
converges in
to at least one point of
where if in addition
is
pseudometrizable or metrizable (for example, a
normed space) then this list can be extended to include:
-
is sequentially complete.
A topological vector space
is
if any of the following equivalent conditions are satisfied:
-
is a sequentially complete subset of itself.
- Every Cauchy sequence in
converges in
to at least one point of
- Every elementary Cauchy prefilter on
converges in
to at least one point of
- Every elementary Cauchy filter on
converges in
to at least one point of
Uniqueness of the canonical uniformity
See also: Topological group.
The existence of the canonical uniformity was demonstrated above by defining it. The theorem below establishes that the canonical uniformity of any TVS
is the only uniformity on
that is both (1) translation invariant, and (2) generates on
the topology
This section is dedicated to explaining the precise meanings of the terms involved in this uniqueness statement.
Uniform spaces and translation-invariant uniformities
See main article: Uniform space.
For any subsets
let
and let
A non-empty family
is called a
or a
if
is a prefilter on
satisfying all of the following conditions:
- Every set in
contains the diagonal of
as a subset; that is,
\DeltaX~\stackrel{\scriptscriptstyledef
}~ \ \subseteq \Phi for every
Said differently, the prefilter
is on
- For every
there exists some
such that
\Phi\circ\Phi\subseteq\Omega.
- For every
there exists some
such that
\Phi\subseteq\Omega\operatorname{op
} ~\stackrel~ \.
A or on
is a
filter
on
that is generated by some base of entourages
in which case we say that
is a
base of entourages For a commutative additive group
a
is a fundamental system of entourages
such that for every
if and only if
for all
A uniformity
is called a
if it has a base of entourages that is translation-invariant. The canonical uniformity on any TVS is translation-invariant.
The binary operator
satisfies all of the following:
(\Phi\circ\Psi)\operatorname{op
} = \Psi^ \circ \Phi^.- If
and
then
\Phi\circ\Psi\subseteq\Phi2\circ\Psi2.
- Associativity:
\Phi\circ(\Psi\circ\Omega)=(\Phi\circ\Psi)\circ\Omega.
- Identity:
\Phi\circ\DeltaX=\Phi=\DeltaX\circ\Phi.
- Zero:
\Phi\circ\varnothing=\varnothing=\varnothing\circ\Phi
Symmetric entourages
Call a subset
symmetric if
\Phi=\Phi\operatorname{op
}, which is equivalent to
} \subseteq \Phi. This equivalence follows from the identity
\left(\Phi\operatorname{op
}\right)^ = \Phi and the fact that if
then
if and only if
} \subseteq \Psi^. For example, the set
} \cap \Phi is always symmetric for every
And because
(\Phi\cap\Psi)\operatorname{op
} = \Phi^ \cap \Psi^, if
and
are symmetric then so is
Topology generated by a uniformity
See also: Characterizations of the category of topological spaces.
Relatives
Let
be arbitrary and let
\operatorname{Pr}1,\operatorname{Pr}2:X x X\toX
be the canonical projections onto the first and second coordinates, respectively.
For any
define
where
(respectively,
) is called the set of
left (respectively,
right)
-relatives of (points in)
Denote the special case where
is a singleton set for some
by:
If
then
Moreover,
right distributes over both unions and intersections, meaning that if
then
(R\cupS) ⋅ \Phi~=~(R ⋅ \Phi)\cup(S ⋅ \Phi)
and
(R\capS) ⋅ \Phi~\subseteq~(R ⋅ \Phi)\cap(S ⋅ \Phi).
Neighborhoods and open sets
Two points
and
are
-close if
and a subset
is called
-small if
Let
be a base of entourages on
The
at a point
and, respectively, on a subset
are the
families of sets:
and the filters on
that each generates is known as the
of
(respectively, of
). Assign to every
the neighborhood prefilter
and use the neighborhood definition of "open set" to obtain a topology on
called the
topology induced by
or the
. Explicitly, a subset
is open in this topology if and only if for every
there exists some
such that
that is,
is open if and only if for every
there exists some
such that
\Phi ⋅ u~\stackrel{\scriptscriptstyledef
}~ \ \subseteq U.
The closure of a subset
in this topology is:
Cauchy prefilters and complete uniformities
A prefilter
on a uniform space
with uniformity
is called a
Cauchy prefilter if for every entourage
there exists some
such that
A uniform space
is called a
(respectively, a
) if every Cauchy prefilter (respectively, every elementary Cauchy prefilter) on
converges to at least one point of
when
is endowed with the topology induced by
Case of a topological vector space
If
is a
topological vector space then for any
and
and the topology induced on
by the canonical uniformity is the same as the topology that
started with (that is, it is
).
Uniform continuity
Let
and
be TVSs,
and
be a map. Then
is
if for every neighborhood
of the origin in
there exists a neighborhood
of the origin in
such that for all
if
then
Suppose that
is uniformly continuous. If
is a Cauchy net in
then
f\circx\bull=\left(f\left(xi\right)\right)i
is a Cauchy net in
If
is a Cauchy prefilter in
(meaning that
is a family of subsets of
that is Cauchy in
) then
is a Cauchy prefilter in
However, if
is a Cauchy filter on
then although
will be a Cauchy filter, it will be a Cauchy filter in
if and only if
is surjective.
TVS completeness vs completeness of (pseudo)metrics
Preliminaries: Complete pseudometric spaces
See main article: Complete metric space, Pseudometric space and Cauchy sequence.
We review the basic notions related to the general theory of complete pseudometric spaces. Recall that every metric is a pseudometric and that a pseudometric
is a metric if and only if
implies
Thus every
metric space is a
pseudometric space and a pseudometric space
is a metric space if and only if
is a metric.
If
is a subset of a
pseudometric space
then the
diameter of
is defined to be
A prefilter
on a pseudometric space
is called a
-Cauchy prefilter or simply a
Cauchy prefilter if for each
real
there is some
such that the diameter of
is less than
Suppose
is a pseudometric space. A
net
in
is called a
-Cauchy net or simply a
Cauchy net if
\operatorname{Tails}\left(x\bull\right)
is a Cauchy prefilter, which happens if and only if
for every
there is some
such that if
with
and
then
or equivalently, if and only if
\left(d\left(xj,xk\right)\right)(i,j)\to0
in
This is analogous to the following characterization of the converge of
to a point: if
then
in
if and only if
in
A Cauchy sequence is a sequence that is also a Cauchy net.[3]
Every pseudometric
on a set
induces the usual canonical topology on
which we'll denote by
; it also induces a canonical
uniformity on
which we'll denote by
The topology on
induced by the uniformity
is equal to
A net
in
is Cauchy with respect to
if and only if it is Cauchy with respect to the uniformity
The pseudometric space
is a
complete (resp. a sequentially complete) pseudometric space if and only if
is a complete (resp. a sequentially complete) uniform space. Moreover, the pseudometric space
(resp. the uniform space
) is complete if and only if it is sequentially complete.
A pseudometric space
(for example, a
metric space) is called
complete and
is called a
complete pseudometric if any of the following equivalent conditions hold:
- Every Cauchy prefilter on
converges to at least one point of
- The above statement but with the word "prefilter" replaced by "filter."
- Every Cauchy net in
converges to at least one point of
is a metric on
then any limit point is necessarily unique and the same is true for limits of Cauchy prefilters on
- Every Cauchy sequence in
converges to at least one point of
is complete, it suffices to only consider Cauchy sequences in
(and it is not necessary to consider the more general Cauchy nets).
- The canonical uniformity on
induced by the pseudometric
is a complete uniformity.
And if addition
is a metric then we may add to this list:
- Every decreasing sequence of closed balls whose diameters shrink to
has non-empty intersection.
Complete pseudometrics and complete TVSs
Every F-space, and thus also every Fréchet space, Banach space, and Hilbert space is a complete TVS. Note that every F-space is a Baire space but there are normed spaces that are Baire but not Banach.
A pseudometric
on a vector space
is said to be a
if
for all vectors
Suppose
is
pseudometrizable TVS (for example, a metrizable TVS) and that
is pseudometric on
such that the topology on
induced by
is equal to
If
is translation-invariant, then
is a complete TVS if and only if
is a complete pseudometric space. If
is translation-invariant, then may be possible for
to be a complete TVS but
to be a complete pseudometric space (see this footnote
[4] for an example).
Complete norms and equivalent norms
Two norms on a vector space are called equivalent if and only if they induce the same topology.[5] If
and
are two equivalent norms on a vector space
then the
normed space
is a
Banach space if and only if
is a Banach space. See this footnote for an example of a continuous norm on a Banach space that is equivalent to that Banach space's given norm.
[6] [5] All norms on a finite-dimensional vector space are equivalent and every finite-dimensional normed space is a Banach space.
[7] Every Banach space is a complete TVS. A normed space is a Banach space (that is, its canonical norm-induced metric is complete) if and only if it is complete as a topological vector space.
Completions
A completion of a TVS
is a complete TVS that contains a dense vector subspace that is TVS-isomorphic to
In other words, it is a complete TVS
into which
can be TVS-embedded as a
dense vector subspace. Every TVS-embedding is a uniform embedding.
Every topological vector space has a completion. Moreover, every Hausdorff TVS has a completion, which is necessarily unique up to TVS-isomorphism. However, all TVSs, even those that are Hausdorff, (already) complete, and/or metrizable have infinitely many non-Hausdorff completions that are TVS-isomorphic to one another.
Examples of completions
For example, the vector space consisting of scalar-valued simple functions
for which
(where this seminorm is defined in the usual way in terms of
Lebesgue integration) becomes a seminormed space when endowed with this seminorm, which in turn makes it into both a
pseudometric space and a non-Hausdorff non-complete TVS; any completion of this space is a non-Hausdorff complete seminormed space that when
quotiented by the closure of its origin (so as to
obtain a Hausdorff TVS) results in (a space
linearly isometrically-isomorphic to) the usual complete Hausdorff
-space (endowed with the usual complete
norm).
As another example demonstrating the usefulness of completions, the completions of topological tensor products, such as projective tensor products or injective tensor products, of the Banach space
with a complete Hausdorff locally convex TVS
results in a complete TVS that is TVS-isomorphic to a "generalized"
-space consisting
-valued functions on
(where this "generalized" TVS is defined analogously to original space
of scalar-valued functions on
). Similarly, the completion of the injective tensor product of the
space of scalar-valued
-test functions with such a TVS
is TVS-isomorphic to the analogously defined TVS of
-valued
test functions.
Non-uniqueness of all completions
As the example below shows, regardless of whether or not a space is Hausdorff or already complete, every topological vector space (TVS) has infinitely many non-isomorphic completions.
However, every Hausdorff TVS has a completion that is unique up to TVS-isomorphism. But nevertheless, every Hausdorff TVS still has infinitely many non-isomorphic non-Hausdorff completions.
Example (Non-uniqueness of completions): Let
denote any complete TVS and let
denote any TVS endowed with the
indiscrete topology, which recall makes
into a complete TVS. Since both
and
are complete TVSs, so is their product
If
and
are non-empty open subsets of
and
respectively, then
and
(U x V)\cap(\{0\} x C)=\{0\} x V ≠ \varnothing,
which shows that
is a dense subspace of
Thus by definition of "completion,"
is a completion of
(it doesn't matter that
is already complete). So by identifying
with
if
is a dense vector subspace of
then
has both
and
as completions.
Hausdorff completions
Every Hausdorff TVS has a completion that is unique up to TVS-isomorphism. But nevertheless, as shown above, every Hausdorff TVS still has infinitely many non-isomorphic non-Hausdorff completions.
Existence of Hausdorff completions
See also: Filters in topology.
A Cauchy filter
on a TVS
is called a
if there does exist a Cauchy filter on
that is strictly coarser than
(that is, "strictly coarser than
" means contained as a proper subset of
).
If
is a Cauchy filter on
then the filter generated by the following prefilter:
is the unique minimal Cauchy filter on
that is contained as a subset of
In particular, for any
the neighborhood filter at
is a minimal Cauchy filter.
Let
be the set of all minimal Cauchy filters on
and let
be the map defined by sending
to the neighborhood filter of
in
Endow
with the following vector space structure: Given
and a scalar
let
(resp.
) denote the unique minimal Cauchy filter contained in the filter generated by
\left\{B+C:B\inl{B},C\inl{C}\right\}
(resp.
).
For every balanced neighborhood
of the origin in
let
If
is Hausdorff then the collection of all sets
as
ranges over all balanced neighborhoods of the origin in
forms a vector topology on
making
into a complete Hausdorff TVS. Moreover, the map
is a TVS-embedding onto a dense vector subspace of
If
is a
metrizable TVS then a Hausdorff completion of
can be constructed using equivalence classes of Cauchy sequences instead of minimal Cauchy filters.
Non-Hausdorff completions
This subsection details how every non-Hausdorff TVS
can be TVS-embedded onto a dense vector subspace of a complete TVS. The proof that every Hausdorff TVS has a Hausdorff completion is widely available and so this fact will be used (without proof) to show that every non-Hausdorff TVS also has a completion. These details are sometimes useful for extending results from Hausdorff TVSs to non-Hausdorff TVSs.
Let
denote the closure of the origin in
where
is endowed with its subspace topology induced by
(so that
has the
indiscrete topology). Since
has the trivial topology, it is easily shown that every vector subspace of
that is an algebraic complement of
in
is necessarily a
topological complement of
in
Let
denote any topological complement of
in
which is necessarily a Hausdorff TVS (since it is TVS-isomorphic to the quotient TVS
[8]). Since
is the
topological direct sum of
and
(which means that
in the category of TVSs), the canonical map
is a TVS-isomorphism. Let
denote the inverse of this canonical map. (As a side note, it follows that every open and every closed subset
of
satisfies
[9])
The Hausdorff TVS
can be TVS-embedded, say via the map
\operatorname{In}H:H\toC,
onto a dense vector subspace of its completion
Since
and
are complete, so is their product
Let
denote the identity map and observe that the product map
\operatorname{Id}I x \operatorname{In}H:I x H\toI x C
is a TVS-embedding whose image is dense in
Define the map
[10] which is a TVS-embedding of
onto a dense vector subspace of the complete TVS
Moreover, observe that the closure of the origin in
is equal to
and that
and
are topological complements in
To summarize, given any algebraic (and thus topological) complement
of
I~\stackrel{\scriptscriptstyledef
}~ \operatorname \ in
and given any completion
of the Hausdorff TVS
such that
then the natural inclusion
[11] is a well-defined TVS-embedding of
onto a dense vector subspace of the complete TVS
where moreover,
Topology of a completion
Said differently, if
is a completion of a TVS
with
and if
is a neighborhood base of the origin in
then the family of sets
is a neighborhood basis at the origin in
Grothendieck's Completeness Theorem
See also: Filters in topology.
Let
denote the on the continuous dual space
which by definition consists of all
equicontinuous weak-* closed and weak-*
bounded absolutely convex subsets of
(which are necessarily weak-* compact subsets of
). Assume that every
is endowed with the weak-* topology. A
filter
on
is said to to
if there exists some
containing
(that is,
) such that the trace of
on
which is the family
~\stackrel{\scriptscriptstyledef
}~ \left\, converges to
in
(that is, if
in the given weak-* topology). The filter
converges continuously to
if and only if
converges continuously to the origin, which happens if and only if for every
the filter
\langlel{B},x+l{N}\rangle\to\langlex\prime,x\rangle
in the scalar field (which is
or
) where
denotes any neighborhood basis at the origin in
denotes the
duality pairing, and
\langlel{B},x+l{N}\rangle
denotes the filter generated by
\{\langleB,x+N\rangle~:~B\inl{B},N\inl{N}\}.
A map
into a topological space (such as
or
) is said to be if whenever a filter
on
converges continuously to
then
f(l{B})\tof\left(x\prime\right).
Properties preserved by completions
If a TVS
has any of the following properties then so does its completion:
Completions of Hilbert spaces
Every inner product space
\left(H,\langle ⋅ , ⋅ \rangle\right)
has a completion
\left(\overline{H},\langle ⋅ , ⋅ \rangle\overline{H
}\right) that is a Hilbert space, where the inner product
\langle ⋅ , ⋅ \rangle\overline{H
} is the unique continuous extension to
of the original inner product
The norm induced by
\left(\overline{H},\langle ⋅ , ⋅ \rangle\overline{H
}\right) is also the unique continuous extension to
of the norm induced by
Other preserved properties
If
is a
Hausdorff TVS, then the continuous dual space of
is identical to the continuous dual space of the completion of
The completion of a locally convex
bornological space is a
barrelled space. If
and
are
DF-spaces then the
projective tensor product, as well as its completion, of these spaces is a DF-space.
The completion of the projective tensor product of two nuclear spaces is nuclear. The completion of a nuclear space is TVS-isomorphic with a projective limit of Hilbert spaces.
If
(meaning that the addition map
is a TVS-isomorphism) has a Hausdorff completion
then
\left(\operatorname{cl}CY\right)+\left(\operatorname{cl}CZ\right)=C.
If in addition
is an
inner product space and
and
are
orthogonal complements of each other in
(that is,
), then
and
are orthogonal complements in the
Hilbert space
Properties of maps preserved by extensions to a completion
If
is a
nuclear linear operator between two locally convex spaces and if
be a completion of
then
has a unique continuous linear extension to a nuclear linear operator
Let
and
be two Hausdorff TVSs with
complete. Let
be a completion of
Let
denote the vector space of continuous linear operators and let
denote the map that sends every
to its unique continuous linear extension on
Then
is a (surjective) vector space isomorphism. Moreover,
maps families of
equicontinuous subsets onto each other. Suppose that
is endowed with a
-topology and that
denotes the closures in
of sets in
Then the map
}(X; Y) \to L_(C; Y) is also a TVS-isomorphism.
Examples and sufficient conditions for a complete TVS
- Any TVS endowed with the trivial topology is complete and every one of its subsets is complete. Moreover, every TVS with the trivial topology is compact and hence locally compact. Thus a complete seminormable locally convex and locally compact TVS need not be finite-dimensional if it is not Hausdorff.
- An arbitrary product of complete (resp. sequentially complete, quasi-complete) TVSs has that same property. If all spaces are Hausdorff, then the converses are also true. A product of Hausdorff completions of a family of (Hausdorff) TVSs is a Hausdorff completion of their product TVS. More generally, an arbitrary product of complete subsets of a family of TVSs is a complete subset of the product TVS.
- The projective limit of a projective system of Hausdorff complete (resp. sequentially complete, quasi-complete) TVSs has that same property. A projective limit of Hausdorff completions of an inverse system of (Hausdorff) TVSs is a Hausdorff completion of their projective limit.
- If
is a closed vector subspace of a complete pseudometrizable TVS
then the quotient space
is complete.
- Suppose
is a vector subspace of a metrizable TVS
If the quotient space
is complete then so is
However, there exists a complete TVS
having a closed vector subspace
such that the quotient TVS
is complete.
- Every F-space, Fréchet space, Banach space, and Hilbert space is a complete TVS.
- Strict LF-spaces and strict LB-spaces are complete.
- Suppose that
is a dense subset of a TVS
If every Cauchy filter on
converges to some point in
then
is complete.
- The Schwartz space of smooth functions is complete.
- The spaces of distributions and test functions is complete.
- Suppose that
and
are locally convex TVSs and that the space of continuous linear maps
is endowed with the topology of uniform convergence on bounded subsets of
If
is a bornological space and if
is complete then
is a complete TVS. In particular, the strong dual of a bornological space is complete. However, it need not be bornological.
- Every quasi-complete DF-space is complete.
- Let
and
be Hausdorff TVS topologies on a vector space
such that
If there exists a prefilter
such that
is a neighborhood basis at the origin for
and such that every
is a complete subset of
then
is a complete TVS.
Properties
Complete TVSs
Every TVS has a completion and every Hausdorff TVS has a Hausdorff completion. Every complete TVS is quasi-complete space and sequentially complete. However, the converses of the above implications are generally false. There exists a sequentially complete locally convex TVS that is not quasi-complete.
If a TVS has a complete neighborhood of the origin then it is complete. Every complete metrizable TVS is a barrelled space and a Baire space (and thus non-meager). The dimension of a complete metrizable TVS is either finite or uncountable.
Cauchy nets and prefilters
Any neighborhood basis of any point in a TVS is a Cauchy prefilter.
Every convergent net (respectively, prefilter) in a TVS is necessarily a Cauchy net (respectively, a Cauchy prefilter). Any prefilter that is subordinate to (that is, finer than) a Cauchy prefilter is necessarily also a Cauchy prefilter and any prefilter finer than a Cauchy prefilter is also a Cauchy prefilter. The filter associated with a sequence in a TVS is Cauchy if and only if the sequence is a Cauchy sequence. Every convergent prefilter is a Cauchy prefilter.
If
is a TVS and if
is a cluster point of a Cauchy net (respectively, Cauchy prefilter), then that Cauchy net (respectively, that Cauchy prefilter) converges to
in
If a Cauchy filter in a TVS has an
accumulation point
then it converges to
Uniformly continuous maps send Cauchy nets to Cauchy nets. A Cauchy sequence in a Hausdorff TVS
when considered as a set, is not necessarily
relatively compact (that is, its closure in
is not necessarily compact
[12]) although it is precompact (that is, its closure in the completion of
is compact).
Every Cauchy sequence is a bounded subset but this is not necessarily true of Cauchy net. For example, let
have it usual order, let
denote any
preorder on the non-
indiscrete TVS
(that is,
does not have the
trivial topology; it is also assumed that
) and extend these two preorders to the union
I~\stackrel{\scriptscriptstyledef
}~ X \cup \N by declaring that
holds for every
and
Let
be defined by
if
and
otherwise (that is, if
), which is a net in
since the preordered set
is
directed (this preorder on
is also partial order (respectively, a
total order) if this is true of
). This net
is a Cauchy net in
because it converges to the origin, but the set
is not a bounded subset of
(because
does not have the trivial topology).
Suppose that
is a family of TVSs and that
denotes the product of these TVSs. Suppose that for every index
is a prefilter on
Then the product of this family of prefilters is a Cauchy filter on
if and only if each
is a Cauchy filter on
Maps
If
is an injective
topological homomorphism from a complete TVS into a Hausdorff TVS then the image of
(that is,
) is a closed subspace of
If
is a
topological homomorphism from a complete
metrizable TVS into a Hausdorff TVS then the range of
is a closed subspace of
If
is a
uniformly continuous map between two Hausdorff TVSs then the image under
of a totally bounded subset of
is a totally bounded subset of
Uniformly continuous extensions
Suppose that
is a uniformly continuous map from a dense subset
of a TVS
into a complete Hausdorff TVS
Then
has a unique uniformly continuous extension to all of
If in addition
is a homomorphism then its unique uniformly continuous extension is also a homomorphism. This remains true if "TVS" is replaced by "commutative topological group." The map
is not required to be a linear map and that
is not required to be a vector subspace of
Uniformly continuous linear extensions
Suppose
be a continuous linear operator between two Hausdorff TVSs. If
is a dense vector subspace of
and if the restriction
to
is a
topological homomorphism then
is also a topological homomorphism. So if
and
are Hausdorff completions of
and
respectively, and if
is a topological homomorphism, then
's unique continuous linear extension
is a topological homomorphism. (Note that it's possible for
to be surjective but for
to be injective.)
Suppose
and
are Hausdorff TVSs,
is a dense vector subspace of
and
is a dense vector subspaces of
If
are and
are topologically isomorphic additive subgroups via a topological homomorphism
then the same is true of
and
via the unique uniformly continuous extension of
(which is also a homeomorphism).
Subsets
Complete subsets
Every complete subset of a TVS is sequentially complete. A complete subset of a Hausdorff TVS
is a closed subset of
Every compact subset of a TVS is complete (even if the TVS is not Hausdorff or not complete). Closed subsets of a complete TVS are complete; however, if a TVS
is not complete then
is a closed subset of
that is not complete. The empty set is complete subset of every TVS. If
is a complete subset of a TVS (the TVS is not necessarily Hausdorff or complete) then any subset of
that is closed in
is complete.
Topological complements
If
is a non-normable
Fréchet space on which there exists a continuous norm then
contains a closed vector subspace that has no topological complement. If
is a complete TVS and
is a closed vector subspace of
such that
is not complete, then
does have a topological complement in
Subsets of completions
Let
be a
separable locally convex
metrizable topological vector space and let
be its completion. If
is a bounded subset of
then there exists a bounded subset
of
such that
S\subseteq\operatorname{cl}CR.
Relation to compact subsets
A subset of a TVS (assumed to be Hausdorff or complete) is compact if and only if it is complete and totally bounded.[13]
Notes and References
- A metric
on a vector space
is said to be translation invariant if
for all vectors
A metric that is induced by a norm is always translation invariant.
- Completeness of normed spaces and metrizable TVSs are defined in terms of norms and metrics. In general, many different norms (for example, equivalent norms) and metrics may be used to determine completeness of such space. This stands in contrast to the uniqueness of this translation-invariant canonical uniformity.
- Every sequence is also a net.
- The normed space
is a Banach space where the absolute value is a norm that induces the usual Euclidean topology on
Define a metric
on
by
D(x,y)=\left|\arctan(x)-\arctan(y)\right|
for all
where one may show that
induces the usual Euclidean topology on
However,
is not a complete metric since the sequence
defined by
is a
-Cauchy sequence that does not converge in
to any point of
Note also that this
-Cauchy sequence is not a Cauchy sequence in
(that is, it is not a Cauchy sequence with respect to the norm
).
- Web site: Equivalence of norms . Conrad . Keith . kconrad.math.uconn.edu . September 7, 2020 .
- Let
\left(C([0,1]),\| ⋅ \|infty\right)
denotes the Banach space of continuous functions with the supremum norm, let
where
is given the topology induced by
and denote the restriction of the L1-norm to
by
Then one may show that
so that the norm
is a continuous function. However,
is equivalent to the norm
and so in particular, \left(C([0,1]),\| ⋅ \|1\right)
is a Banach space.
- see Corollary1.4.18, p.32 in .
- This particular quotient map
is in fact also a closed map.
- Let
be a neighborhood of the origin in
Since
is a neighborhood of
in
there exists an open (resp. closed) neighborhood
of
in
such that
is a neighborhood of the origin. Clearly,
is open (resp. closed) if and only if
is open (resp. closed). Let
so that
where
is open (resp. closed) if and only if
is open (resp. closed).
- Explicitly, this map is defined as follows: for each
let
and so that
B(x)~\stackrel{\scriptscriptstyledef
}~ \left(i, \operatorname_H h\right). Then B(i+h)=\left(i,\operatorname{In}Hh\right)
holds for all
and
- where for all
and
\operatorname{In}H(i+h)~\stackrel{\scriptscriptstyledef
}~ i + h.
- If
is a normable TVS such that for every Cauchy sequence
the closure of
S~\stackrel{\scriptscriptstyledef
}~ \ in
is compact (and thus sequentially compact) then this guarantees that there always exist some
such that
in
Thus any normed space with this property is necessarily sequentially complete. Since not all normed spaces are complete, the closure of a Cauchy sequence is not necessarily compact.
- Suppose
is compact in
and let
be a Cauchy filter on
Let
l{D}=\left\{\operatorname{cl}SC~:~C\inl{C}\right\}
so that
is a Cauchy filter of closed sets. Since
has the finite intersection property, there exists some
such that
for all
so