Locally convex topological vector space that is also a complete metric space
This article is about Fréchet spaces in functional analysis. For the distinct notion sometimes called Fréchet space in general topology, seeT1 space. For the type of sequential space, seeFréchet–Urysohn space.
Important note: Not all authors require that a Fréchet space be locally convex (discussed below).
The topology of every Fréchet space is induced by sometranslation-invariantcomplete metric. Conversely, if the topology of a locally convex space is induced by a translation-invariant complete metric then is a Fréchet space.
Fréchet was the first to use the term "Banach space" andBanach in turn then coined the term "Fréchet space" to mean acompletemetrizable topological vector space, without the local convexity requirement (such a space is today often called an "F-space").[1] The local convexity requirement was added later byNicolas Bourbaki.[1] A sizable number of authors (e.g. Schaefer) use "F-space" to mean a (locally convex) Fréchet space while others do not require that a "Fréchet space" be locally convex. Moreover, some authors even use "F-space" and "Fréchet space" interchangeably. When reading mathematical literature, it is recommended that a reader always check whether the book's or article's definition of "F-space" and "Fréchet space" requires local convexity.[1]
Its topologycan beinduced by a translation-invariant metric, that is, a metric such that for all This means that a subset of isopen if and only if for every there exists an such that is a subset of
Some (or equivalently, every) translation-invariant metric on inducing the topology of iscomplete.
Assuming that the other two conditions are satisfied, this condition is equivalent to being acomplete topological vector space, meaning that is a completeuniform space when it is endowed with itscanonical uniformity (this canonical uniformity is independent of any metric on and is defined entirely in terms of vector subtraction and's neighborhoods of the origin; moreover, the uniformity induced by any (topology-defining) translation invariant metric on is identical to this canonical uniformity).
Note there is no natural notion of distance between two points of a Fréchet space: many different translation-invariant metrics may induce the same topology.
The alternative and somewhat more practical definition is the following: a topological vector space is aFréchet space if and only if it satisfies the following three properties:
Its topology may be induced by a countable family of seminorms. This means that a subset is open if and only if for every there exist and such that is a subset of.
It is complete with respect to the family of seminorms.
A family of seminorms on yields a Hausdorff topology if and only if[2]
A sequence in converges to in the Fréchet space defined by a family of seminorms if and only if it converges to with respect to each of the given seminorms.
In contrast toBanach spaces, the complete translation-invariant metric need not arise from a norm. The topology of a Fréchet space does, however, arise from both atotal paranorm and anF-norm (theF stands for Fréchet).
Recall that a seminorm is a function from a vector space to the real numbers satisfying three properties. For all and all scalars
If, then is in fact a norm. However, seminorms are useful in that they enable us to construct Fréchet spaces, as follows:
To construct a Fréchet space, one typically starts with a vector space and defines a countable family of seminorms on with the following two properties:
if and for all then;
if is a sequence in which isCauchy with respect to each seminorm then there exists such that converges to with respect to each seminorm
Then the topology induced by these seminorms (as explained above) turns into a Fréchet space; the first property ensures that it is Hausdorff, and the second property ensures that it is complete. A translation-invariant complete metric inducing the same topology on can then be defined by
The function maps monotonically to and so the above definition ensures that is "small" if and only if there exists "large" such that is "small" for
Every Banach space is a Fréchet space, as the norm induces a translation-invariant metric and the space is complete with respect to this metric.
Thespace of all real valued sequences (also denoted) becomes a Fréchet space if we define the-th seminorm of a sequence to be theabsolute value of the-th element of the sequence. Convergence in this Fréchet space is equivalent to element-wise convergence.
Thevector space of all infinitely differentiable functions becomes a Fréchet space with the seminormsfor every non-negative integer Here, denotes the-th derivative of and In this Fréchet space, a sequence of functionsconverges towards the element if and only if for every non-negative integer the sequenceconverges uniformly.
The vector space of all infinitely differentiable functions becomes a Fréchet space with the seminormsfor all integers Then, a sequence of functions converges if and only if for every the sequencesconverge compactly.
The vector space of all-times continuously differentiable functions becomes a Fréchet space with the seminormsfor all integers and
If is acompact-manifold and is aBanach space, then the set of all infinitely-often differentiable functions can be turned into a Fréchet space by using as seminorms the suprema of the norms of all partial derivatives. If is a (not necessarily compact)-manifold which admits a countable sequence of compact subsets, so that every compact subset of is contained in at least one then the spaces and are also Fréchet space in a natural manner.As a special case, every smooth finite-dimensionalcomplete manifold can be made into such a nested union of compact subsets: equip it with aRiemannian metric which induces a metric choose and letLet be a compact-manifold and avector bundle over Let denote the space of smooth sections of over Choose Riemannian metrics and connections, which are guaranteed to exist, on the bundles and If is a section, denote itsjth covariant derivative by Then(where is the norm induced by the Riemannian metric) is a family of seminorms making into a Fréchet space.
Let be the space of entire (everywhereholomorphic) functions on the complex plane. Then the family of seminormsmakes into a Fréchet space.
Let be the space of entire (everywhere holomorphic) functions ofexponential type Then the family of seminormsmakes into a Fréchet space.
Not all vector spaces with complete translation-invariant metrics are Fréchet spaces. An example is thespace with Although this space fails to be locally convex, it is anF-space.
If a Fréchet space admits a continuous norm then all of the seminorms used to define it can be replaced with norms by adding this continuous norm to each of them. A Banach space, with compact, and all admit norms, while and do not.
A closed subspace of a Fréchet space is a Fréchet space. A quotient of a Fréchet space by a closed subspace is a Fréchet space. The direct sum of a finite number of Fréchet spaces is a Fréchet space.
A product ofcountably many Fréchet spaces is always once again a Fréchet space. However, an arbitrary product of Fréchet spaces will be a Fréchet space if and only if allexcept for at most countably many of them are trivial (that is, have dimension 0). Consequently, a product of uncountably many non-trivial Fréchet spaces can not be a Fréchet space (indeed, such a product is not even metrizable because its origin can not have a countable neighborhood basis). So for example, if is any set and is any non-trivial Fréchet space (such as for instance), then the product is a Fréchet space if and only if is a countable set.
There exists a Fréchet space having abounded subset and also a dense vector subspace such that isnot contained in the closure (in) of any bounded subset of[6]
Thestrong dual space of a Fréchet space (and more generally, of any metrizable locally convex space[8]) is aDF-space.[9] The strong dual of a DF-space is a Fréchet space.[10] The strong dual of areflexive Fréchet space is abornological space[8] and aPtak space. Every Fréchet space is a Ptak space. The strong bidual (that is, thestrong dual space of the strong dual space) of a metrizable locally convex space is a Fréchet space.[11]
If is a locally convex space then the topology of can be a defined by a family of continuousnorms on (anorm is apositive-definiteseminorm) if and only if there existsat least one continuousnorm on[12] Even if a Fréchet space has a topology that is defined by a (countable) family ofnorms (all norms are also seminorms), then it may nevertheless still fail to benormable space (meaning that its topology can not be defined by any single norm). Thespace of all sequences (with the product topology) is a Fréchet space. There does not exist any Hausdorfflocally convex topology on that isstrictly coarser than this product topology.[13] The space is notnormable, which means that its topology can not be defined by anynorm.[13] Also, there does not existanycontinuous norm on In fact, as the following theorem shows, whenever is a Fréchet space on which there does not exist any continuous norm, then this is due entirely to the presence of as a subspace.
Theorem[13]—Let be a Fréchet space over the field Then the following are equivalent:
doesnot admit a continuous norm (that is, any continuous seminorm on cannot be a norm).
contains a vector subspace that is TVS-isomorphic to
If is a non-normable Fréchet space on which there exists a continuous norm, then contains a closed vector subspace that has notopological complement.[14]
A metrizablelocally convex space isnormable if and only if itsstrong dual space is aFréchet–Urysohn locally convex space.[9] In particular, if a locally convex metrizable space (such as a Fréchet space) isnot normable (which can only happen if is infinite dimensional) then itsstrong dual space is not aFréchet–Urysohn space and consequently, thiscomplete Hausdorff locally convex space is also neither metrizable nor normable.
Thestrong dual space of a Fréchet space (and more generally, ofbornological spaces such as metrizable TVSs) is always acomplete TVS and so like any complete TVS, it isnormable if and only if its topology can be induced by acomplete norm (that is, if and only if it can be made into aBanach space that has the same topology). If is a Fréchet space then isnormable if (and only if) there exists a completenorm on its continuous dual space such that the norm induced topology on isfiner than the weak-* topology.[15] Consequently, if a Fréchet space isnot normable (which can only happen if it is infinite dimensional) then neither is its strong dual space.
If and are Fréchet spaces, then the space consisting of allcontinuouslinear maps from to isnot a Fréchet space in any natural manner. This is a major difference between the theory of Banach spaces and that of Fréchet spaces and necessitates a different definition for continuous differentiability of functions defined on Fréchet spaces, theGateaux derivative:
Suppose is an open subset of a Fréchet space is a function valued in a Fréchet space and The map isdifferentiable at in the direction if thelimitexists. The map is said to becontinuously differentiable in if the mapis continuous. Since theproduct of Fréchet spaces is again a Fréchet space, we can then try to differentiate and define the higher derivatives of in this fashion.
The derivative operator defined by is itself infinitely differentiable. The first derivative is given byfor any two elements This is a major advantage of the Fréchet space over the Banach space for finite
If is a continuously differentiable function, then thedifferential equationneed not have any solutions, and even if does, the solutions need not be unique. This is in stark contrast to the situation in Banach spaces.
One may defineFréchet manifolds as spaces that "locally look like" Fréchet spaces (just like ordinary manifolds are defined as spaces that locally look likeEuclidean space), and one can then extend the concept ofLie group to these manifolds. This is useful because for a given (ordinary) compact manifold the set of alldiffeomorphisms forms a generalized Lie group in this sense, and this Lie group captures the symmetries of Some of the relations betweenLie algebras and Lie groups remain valid in this setting.
Another important example of a Fréchet Lie group is the loop group of a compact Lie group the smooth () mappings multiplied pointwise by[16][17]
^Here "Cauchy" means Cauchy with respect to thecanonical uniformity that everyTVS possess. That is, a sequence in a TVS is Cauchy if and only if for all neighborhoods of the origin in whenever and are sufficiently large. Note that this definition of a Cauchy sequence does not depend on any particular metric and does not even require that be metrizable.
^Some authors do not include local convexity as part of the definition of a Fréchet space.
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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.
Adasch, Norbert; Ernst, Bruno; Keim, Dieter (1978).Topological Vector Spaces: The Theory Without Convexity Conditions. Lecture Notes in Mathematics. Vol. 639. Berlin New York:Springer-Verlag.ISBN978-3-540-08662-8.OCLC297140003.