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Fréchet space

From Wikipedia, the free encyclopedia
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.

Infunctional analysis and related areas ofmathematics,Fréchet spaces, named afterMaurice Fréchet, are specialtopological vector spaces. They are generalizations ofBanach spaces (normed vector spaces that arecomplete with respect to themetric induced by thenorm). AllBanach andHilbert spaces are Fréchet spaces. Spaces ofinfinitely differentiablefunctions are typical examples of Fréchet spaces, many of which are typicallynot Banach spaces.

A Fréchet spaceX{\displaystyle X} is defined to be alocally convexmetrizabletopological vector space (TVS) that iscomplete as a TVS,[1] meaning that everyCauchy sequence inX{\displaystyle X} converges to some point inX{\displaystyle X} (see footnote for more details).[note 1]

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 spaceX{\displaystyle X} is induced by a translation-invariant complete metric thenX{\displaystyle X} 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]

Definitions

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Fréchet spaces can be defined in two equivalent ways: the first employs atranslation-invariantmetric, the second acountable family ofseminorms.

Invariant metric definition

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A topological vector spaceX{\displaystyle X} is aFréchet space if and only if it satisfies the following three properties:

  1. It islocally convex.[note 2]
  2. Its topologycan beinduced by a translation-invariant metric, that is, a metricd:X×XR{\displaystyle d:X\times X\to \mathbb {R} } such thatd(x,y)=d(x+z,y+z){\displaystyle d(x,y)=d(x+z,y+z)} for allx,y,zX.{\displaystyle x,y,z\in X.} This means that a subsetU{\displaystyle U} ofX{\displaystyle X} isopen if and only if for everyuU{\displaystyle u\in U} there exists anr>0{\displaystyle r>0} such that{v:d(v,u)<r}{\displaystyle \{v:d(v,u)<r\}} is a subset ofU.{\displaystyle U.}
  3. Some (or equivalently, every) translation-invariant metric onX{\displaystyle X} inducing the topology ofX{\displaystyle X} iscomplete.

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.

Countable family of seminorms definition

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The alternative and somewhat more practical definition is the following: a topological vector spaceX{\displaystyle X} is aFréchet space if and only if it satisfies the following three properties:

  1. It is aHausdorff space.
  2. Its topology may be induced by a countable family of seminorms(k)kN0{\displaystyle (\|\cdot \|_{k})_{k\in \mathbb {N} _{0}}}. This means that a subsetUX{\displaystyle U\subseteq X} is open if and only if for everyuU{\displaystyle u\in U} there existK0{\displaystyle K\geq 0} andr>0{\displaystyle r>0} such that{vX:vuk<r for all kK}{\displaystyle \{v\in X:\|v-u\|_{k}<r{\text{ for all }}k\leq K\}} is a subset ofU{\displaystyle U}.
  3. It is complete with respect to the family of seminorms.

A familyP{\displaystyle {\mathcal {P}}} of seminorms onX{\displaystyle X} yields a Hausdorff topology if and only if[2]P{xX:x=0}={0}.{\displaystyle \bigcap _{\|\cdot \|\in {\mathcal {P}}}\{x\in X:\|x\|=0\}=\{0\}.}

A sequence(xn)nN{\displaystyle \left(x_{n}\right)_{n\in \mathbb {N} }} inX{\displaystyle X} converges tox{\displaystyle x} in the Fréchet space defined by a family of seminorms if and only if it converges tox{\displaystyle x} with respect to each of the given seminorms.

As webbed Baire spaces

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Theorem[3] (de Wilde 1978)Atopological vector spaceX{\displaystyle X} is a Fréchet space if and only if it is both awebbed space and aBaire space.

Comparison to Banach spaces

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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).

Even though thetopological structure of Fréchet spaces is more complicated than that of Banach spaces due to the potential lack of a norm, many important results in functional analysis, like theopen mapping theorem, theclosed graph theorem, and theBanach–Steinhaus theorem, still hold.

Constructing Fréchet spaces

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Recall that a seminorm{\displaystyle \|\cdot \|} is a function from a vector spaceX{\displaystyle X} to the real numbers satisfying three properties. For allx,yX{\displaystyle x,y\in X} and all scalarsc,{\displaystyle c,}x0{\displaystyle \|x\|\geq 0}x+yx+y{\displaystyle \|x+y\|\leq \|x\|+\|y\|}cx=|c|x{\displaystyle \|c\cdot x\|=|c|\|x\|}

Ifx=0x=0{\displaystyle \|x\|=0\iff x=0}, then{\displaystyle \|\cdot \|} 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 spaceX{\displaystyle X} and defines a countable family of seminormsk{\displaystyle \|\cdot \|_{k}} onX{\displaystyle X} with the following two properties:

Then the topology induced by these seminorms (as explained above) turnsX{\displaystyle X} 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 onX{\displaystyle X} can then be defined byd(x,y)=k=02kxyk1+xykx,yX.{\displaystyle d(x,y)=\sum _{k=0}^{\infty }2^{-k}{\frac {\|x-y\|_{k}}{1+\|x-y\|_{k}}}\qquad x,y\in X.}

The functionuu1+u{\displaystyle u\mapsto {\frac {u}{1+u}}} maps[0,){\displaystyle [0,\infty )} monotonically to[0,1),{\displaystyle [0,1),} and so the above definition ensures thatd(x,y){\displaystyle d(x,y)} is "small" if and only if there existsK{\displaystyle K} "large" such thatxyk{\displaystyle \|x-y\|_{k}} is "small" fork=0,,K.{\displaystyle k=0,\ldots ,K.}

Examples

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From pure functional analysis

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From smooth manifolds

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From holomorphicity

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Not all vector spaces with complete translation-invariant metrics are Fréchet spaces. An example is thespaceLp([0,1]){\displaystyle L^{p}([0,1])} withp<1.{\displaystyle p<1.} Although this space fails to be locally convex, it is anF-space.

Properties and further notions

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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,C([a,b]),{\displaystyle C^{\infty }([a,b]),}C(X,V){\displaystyle C^{\infty }(X,V)} withX{\displaystyle X} compact, andH{\displaystyle H} all admit norms, whileRω{\displaystyle \mathbb {R} ^{\omega }} andC(R){\displaystyle C(\mathbb {R} )} 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, ifI{\displaystyle I\neq \varnothing } is any set andX{\displaystyle X} is any non-trivial Fréchet space (such asX=R{\displaystyle X=\mathbb {R} } for instance), then the productXI=iIX{\displaystyle X^{I}=\prod _{i\in I}X} is a Fréchet space if and only ifI{\displaystyle I} is a countable set.

Several important tools of functional analysis which are based on theBaire category theorem remain true in Fréchet spaces; examples are theclosed graph theorem and theopen mapping theorem. Theopen mapping theorem implies that ifτ and τ2{\displaystyle \tau {\text{ and }}\tau _{2}} are topologies onX{\displaystyle X} that make both(X,τ){\displaystyle (X,\tau )} and(X,τ2){\displaystyle \left(X,\tau _{2}\right)} intocompletemetrizable TVSs (such as Fréchet spaces) and if one topology isfiner or coarser than the other then they must be equal (that is, ifττ2 or τ2τ then τ=τ2{\displaystyle \tau \subseteq \tau _{2}{\text{ or }}\tau _{2}\subseteq \tau {\text{ then }}\tau =\tau _{2}}).[4]

Everybounded linear operator from a Fréchet space into anothertopological vector space (TVS) is continuous.[5]

There exists a Fréchet spaceX{\displaystyle X} having abounded subsetB{\displaystyle B} and also a dense vector subspaceM{\displaystyle M} such thatB{\displaystyle B} isnot contained in the closure (inX{\displaystyle X}) of any bounded subset ofM.{\displaystyle M.}[6]

All Fréchet spaces arestereotype spaces. In the theory of stereotype spaces Fréchet spaces are dual objects toBrauner spaces. AllmetrizableMontel spaces areseparable.[7] Aseparable Fréchet space is a Montel space if and only if eachweak-* convergent sequence in its continuous dual converges isstrongly convergent.[7]

Thestrong dual spaceXb{\displaystyle X_{b}^{\prime }} of a Fréchet space (and more generally, of any metrizable locally convex space[8])X{\displaystyle X} 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]

Norms and normability

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See also:Metrizable topological vector space § Normability

IfX{\displaystyle X} is a locally convex space then the topology ofX{\displaystyle X} can be a defined by a family of continuousnorms onX{\displaystyle X} (anorm is apositive-definiteseminorm) if and only if there existsat least one continuousnorm onX.{\displaystyle X.}[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 sequencesKN{\displaystyle \mathbb {K} ^{\mathbb {N} }} (with the product topology) is a Fréchet space. There does not exist any Hausdorfflocally convex topology onKN{\displaystyle \mathbb {K} ^{\mathbb {N} }} that isstrictly coarser than this product topology.[13] The spaceKN{\displaystyle \mathbb {K} ^{\mathbb {N} }} is notnormable, which means that its topology can not be defined by anynorm.[13] Also, there does not existanycontinuous norm onKN.{\displaystyle \mathbb {K} ^{\mathbb {N} }.} In fact, as the following theorem shows, wheneverX{\displaystyle X} is a Fréchet space on which there does not exist any continuous norm, then this is due entirely to the presence ofKN{\displaystyle \mathbb {K} ^{\mathbb {N} }} as a subspace.

Theorem[13]LetX{\displaystyle X} be a Fréchet space over the fieldK.{\displaystyle \mathbb {K} .} Then the following are equivalent:

  1. X{\displaystyle X} doesnot admit a continuous norm (that is, any continuous seminorm onX{\displaystyle X} cannot be a norm).
  2. X{\displaystyle X} contains a vector subspace that is TVS-isomorphic toKN.{\displaystyle \mathbb {K} ^{\mathbb {N} }.}
  3. X{\displaystyle X} contains acomplemented vector subspace that is TVS-isomorphic toKN.{\displaystyle \mathbb {K} ^{\mathbb {N} }.}

IfX{\displaystyle X} is a non-normable Fréchet space on which there exists a continuous norm, thenX{\displaystyle X} 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 spaceX{\displaystyle X} (such as a Fréchet space) isnot normable (which can only happen ifX{\displaystyle X} is infinite dimensional) then itsstrong dual spaceXb{\displaystyle X_{b}^{\prime }} is not aFréchet–Urysohn space and consequently, thiscomplete Hausdorff locally convex spaceXb{\displaystyle X_{b}^{\prime }} 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). IfX{\displaystyle X} is a Fréchet space thenX{\displaystyle X} isnormable if (and only if) there exists a completenorm on its continuous dual spaceX{\displaystyle X'} such that the norm induced topology onX{\displaystyle X'} 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.

Anderson–Kadec theorem

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Anderson–Kadec theoremEvery infinite-dimensional, separable real Fréchet space is homeomorphic toRN,{\displaystyle \mathbb {R} ^{\mathbb {N} },} theCartesian product ofcountably many copies of the real lineR.{\displaystyle \mathbb {R} .}

Note that the homeomorphism described in the Anderson–Kadec theorem isnot necessarily linear.

Eidelheit theoremA Fréchet space is either isomorphic to a Banach space, or has a quotient space isomorphic toRN.{\displaystyle \mathbb {R} ^{\mathbb {N} }.}

Differentiation of functions

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Main article:Differentiation in Fréchet spaces

IfX{\displaystyle X} andY{\displaystyle Y} are Fréchet spaces, then the spaceL(X,Y){\displaystyle L(X,Y)} consisting of allcontinuouslinear maps fromX{\displaystyle X} toY{\displaystyle Y} 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:

SupposeU{\displaystyle U} is an open subset of a Fréchet spaceX,{\displaystyle X,}P:UY{\displaystyle P:U\to Y} is a function valued in a Fréchet spaceY,{\displaystyle Y,}xU{\displaystyle x\in U} andhX.{\displaystyle h\in X.} The mapP{\displaystyle P} isdifferentiable atx{\displaystyle x} in the directionh{\displaystyle h} if thelimitD(P)(x)(h)=limt01t(P(x+th)P(x)){\displaystyle D(P)(x)(h)=\lim _{t\to 0}\,{\frac {1}{t}}\left(P(x+th)-P(x)\right)}exists. The mapP{\displaystyle P} is said to becontinuously differentiable inU{\displaystyle U} if the mapD(P):U×XY{\displaystyle D(P):U\times X\to Y}is continuous. Since theproduct of Fréchet spaces is again a Fréchet space, we can then try to differentiateD(P){\displaystyle D(P)} and define the higher derivatives ofP{\displaystyle P} in this fashion.

The derivative operatorP:C([0,1])C([0,1]){\displaystyle P:C^{\infty }([0,1])\to C^{\infty }([0,1])} defined byP(f)=f{\displaystyle P(f)=f'} is itself infinitely differentiable. The first derivative is given byD(P)(f)(h)=h{\displaystyle D(P)(f)(h)=h'}for any two elementsf,hC([0,1]).{\displaystyle f,h\in C^{\infty }([0,1]).} This is a major advantage of the Fréchet spaceC([0,1]){\displaystyle C^{\infty }([0,1])} over the Banach spaceCk([0,1]){\displaystyle C^{k}([0,1])} for finitek.{\displaystyle k.}

IfP:UY{\displaystyle P:U\to Y} is a continuously differentiable function, then thedifferential equationx(t)=P(x(t)),x(0)=x0U{\displaystyle x'(t)=P(x(t)),\quad x(0)=x_{0}\in U}need 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.

In general, theinverse function theorem is not true in Fréchet spaces, although a partial substitute is theNash–Moser theorem.

Fréchet manifolds and Lie groups

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Main article:Fréchet manifold

One may defineFréchet manifolds as spaces that "locally look like" Fréchet spaces (just like ordinary manifolds are defined as spaces that locally look likeEuclidean spaceRn{\displaystyle \mathbb {R} ^{n}}), and one can then extend the concept ofLie group to these manifolds. This is useful because for a given (ordinary) compactC{\displaystyle C^{\infty }} manifoldM,{\displaystyle M,} the set of allC{\displaystyle C^{\infty }}diffeomorphismsf:MM{\displaystyle f:M\to M} forms a generalized Lie group in this sense, and this Lie group captures the symmetries ofM.{\displaystyle M.} 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 groupG,{\displaystyle G,} the smooth (C{\displaystyle C^{\infty }}) mappingsγ:S1G,{\displaystyle \gamma :S^{1}\to G,} multiplied pointwise by(γ1γ2)(t)=γ1(t)γ2(t).{\displaystyle \left(\gamma _{1}\gamma _{2}\right)(t)=\gamma _{1}(t)\gamma _{2}(t).}[16][17]

Generalizations

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If we drop the requirement for the space to be locally convex, we obtainF-spaces: vector spaces with complete translation-invariant metrics.

LF-spaces are countable inductive limits of Fréchet spaces.

See also

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Notes

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  1. ^Here "Cauchy" means Cauchy with respect to thecanonical uniformity that everyTVS possess. That is, a sequencex=(xm)m=1{\displaystyle x_{\bullet }=\left(x_{m}\right)_{m=1}^{\infty }} in a TVSX{\displaystyle X} is Cauchy if and only if for all neighborhoodsU{\displaystyle U} of the origin inX,{\displaystyle X,}xmxnU{\displaystyle x_{m}-x_{n}\in U} wheneverm{\displaystyle m} andn{\displaystyle n} are sufficiently large. Note that this definition of a Cauchy sequence does not depend on any particular metric and does not even require thatX{\displaystyle X} be metrizable.
  2. ^Some authors do not include local convexity as part of the definition of a Fréchet space.

Citations

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  1. ^abcdNarici & Beckenstein 2011, p. 93.
  2. ^Conway 1990, Chapter 4.
  3. ^Narici & Beckenstein 2011, p. 472.
  4. ^Trèves 2006, pp. 166–173.
  5. ^Trèves 2006, p. 142.
  6. ^Wilansky 2013, p. 57.
  7. ^abSchaefer & Wolff 1999, pp. 194–195.
  8. ^abSchaefer & Wolff 1999, p. 154.
  9. ^abGabriyelyan, S.S."On topological spaces and topological groups with certain local countable networks (2014)
  10. ^Schaefer & Wolff 1999, p. 196.
  11. ^Schaefer & Wolff 1999, pp. 154–155.
  12. ^Jarchow 1981, p. 130.
  13. ^abcJarchow 1981, pp. 129–130.
  14. ^Schaefer & Wolff 1999, pp. 190–202.
  15. ^"The dual of a Fréchet space". 24 February 2012. Retrieved26 April 2021.
  16. ^Sergeev 2010
  17. ^Pressley & Segal 1986

References

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