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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 , norm , or topology ) and the linear functions defined on these spaces and suitably respecting these structures. The historical roots of functional analysis lie in the study of spaces of functions and the formulation of properties of transformations of functions such as the Fourier transform as transformations defining, for example, continuous or unitary operators between function spaces. This point of view turned out to be particularly useful for the study of differential and integral equations .

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33-416: Riesz may refer to: Frigyes Riesz (1880–1956), Hungarian mathematician Marcel Riesz (1886–1969), Hungarian and Swedish mathematician, younger brother of Frigyes Riesz See also [ edit ] Riesz , the fictional Amazon warrior and princess of Rolante— one of the six playable characters in the video game Seiken Densetsu 3 Mademoiselle Reisz,

66-932: A normed vector space . Suppose that F {\displaystyle F} is a collection of continuous linear operators from X {\displaystyle X} to Y {\displaystyle Y} . If for all x {\displaystyle x} in X {\displaystyle X} one has sup T ∈ F ‖ T ( x ) ‖ Y < ∞ , {\displaystyle \sup \nolimits _{T\in F}\|T(x)\|_{Y}<;\infty ,} then sup T ∈ F ‖ T ‖ B ( X , Y ) < ∞ . {\displaystyle \sup \nolimits _{T\in F}\|T\|_{B(X,Y)}<\infty .} There are many theorems known as

99-514: A character in Kate Chopin's novel The Awakening Related surnames Riess , German surname Reisz , surname Ries (disambiguation) , derived from the Arabic word rizma [REDACTED] Surname list This page lists people with the surname Riesz . If an internal link intending to refer to a specific person led you to this page, you may wish to change that link by adding

132-937: A linear extension ψ : V → R {\displaystyle \psi :V\to \mathbb {R} } of φ {\displaystyle \varphi } to the whole space V {\displaystyle V} which is dominated by p {\displaystyle p} on V {\displaystyle V} ; that is, there exists a linear functional ψ {\displaystyle \psi } such that ψ ( x ) = φ ( x ) ∀ x ∈ U , ψ ( x ) ≤ p ( x ) ∀ x ∈ V . {\displaystyle {\begin{aligned}\psi (x)&=\varphi (x)&\forall x\in U,\\\psi (x)&\leq p(x)&\forall x\in V.\end{aligned}}} The open mapping theorem , also known as

165-1031: A measure μ {\displaystyle \mu } on set X {\displaystyle X} , then L p ( X ) {\displaystyle L^{p}(X)} , sometimes also denoted L p ( X , μ ) {\displaystyle L^{p}(X,\mu )} or L p ( μ ) {\displaystyle L^{p}(\mu )} , has as its vectors equivalence classes [ f ] {\displaystyle [\,f\,]} of measurable functions whose absolute value 's p {\displaystyle p} -th power has finite integral; that is, functions f {\displaystyle f} for which one has ∫ X | f ( x ) | p d μ ( x ) < ∞ . {\displaystyle \int _{X}\left|f(x)\right|^{p}\,d\mu (x)<\infty .} If μ {\displaystyle \mu }

198-426: A real-valued essentially bounded measurable function f {\displaystyle f} on X {\displaystyle X} and a unitary operator U : H → L μ 2 ( X ) {\displaystyle U:H\to L_{\mu }^{2}(X)} such that U ∗ T U = A {\displaystyle U^{*}TU=A} where T

231-461: A reminiscence about his time there, including his collaboration with Riesz. The corpus of his bibliography was compiled by the mathematician Pál Medgyessy . Functional analysis The usage of the word functional as a noun goes back to the calculus of variations , implying a function whose argument is a function . The term was first used in Hadamard 's 1910 book on that subject. However,

264-508: A somewhat different concept, the Schauder basis , is usually more relevant in functional analysis. Many theorems require the Hahn–Banach theorem , usually proved using the axiom of choice , although the strictly weaker Boolean prime ideal theorem suffices. The Baire category theorem , needed to prove many important theorems, also requires a form of axiom of choice. Functional analysis includes

297-421: Is a Banach space , pointwise boundedness is equivalent to uniform boundedness in operator norm. The theorem was first published in 1927 by Stefan Banach and Hugo Steinhaus but it was also proven independently by Hans Hahn . Theorem (Uniform Boundedness Principle)  —  Let X {\displaystyle X} be a Banach space and Y {\displaystyle Y} be

330-473: Is a compact Hausdorff space , then the graph of a linear map T {\displaystyle T} from X {\displaystyle X} to Y {\displaystyle Y} is closed if and only if T {\displaystyle T} is continuous . Most spaces considered in functional analysis have infinite dimension. To show the existence of a vector space basis for such spaces may require Zorn's lemma . However,

363-490: Is a linear functional on a linear subspace U ⊆ V {\displaystyle U\subseteq V} which is dominated by p {\displaystyle p} on U {\displaystyle U} ; that is, φ ( x ) ≤ p ( x ) ∀ x ∈ U {\displaystyle \varphi (x)\leq p(x)\qquad \forall x\in U} then there exists

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396-570: Is a surjective continuous linear operator, then A {\displaystyle A} is an open map (that is, if U {\displaystyle U} is an open set in X {\displaystyle X} , then A ( U ) {\displaystyle A(U)} is open in Y {\displaystyle Y} ). The proof uses the Baire category theorem , and completeness of both X {\displaystyle X} and Y {\displaystyle Y}

429-486: Is an isometry but in general not onto. A general Banach space and its bidual need not even be isometrically isomorphic in any way, contrary to the finite-dimensional situation. This is explained in the dual space article. Also, the notion of derivative can be extended to arbitrary functions between Banach spaces. See, for instance, the Fréchet derivative article. There are four major theorems which are sometimes called

462-439: Is essential to the theorem. The statement of the theorem is no longer true if either space is just assumed to be a normed space , but is true if X {\displaystyle X} and Y {\displaystyle Y} are taken to be Fréchet spaces . Closed graph theorem  —  If X {\displaystyle X} is a topological space and Y {\displaystyle Y}

495-645: Is the counting measure , then the integral may be replaced by a sum. That is, we require ∑ x ∈ X | f ( x ) | p < ∞ . {\displaystyle \sum _{x\in X}\left|f(x)\right|^{p}<;\infty .} Then it is not necessary to deal with equivalence classes, and the space is denoted ℓ p ( X ) {\displaystyle \ell ^{p}(X)} , written more simply ℓ p {\displaystyle \ell ^{p}} in

528-466: Is the multiplication operator : [ T φ ] ( x ) = f ( x ) φ ( x ) . {\displaystyle [T\varphi ](x)=f(x)\varphi (x).} and ‖ T ‖ = ‖ f ‖ ∞ {\displaystyle \|T\|=\|f\|_{\infty }} . This is the beginning of the vast research area of functional analysis called operator theory ; see also

561-575: The Acta Scientiarum Mathematicarum journal. He had an uncommon method of giving lectures: he entered the lecture hall with an assistant and a docent . The docent then began reading the proper passages from Riesz's handbook and the assistant wrote the appropriate equations on the blackboard—while Riesz himself stood aside, nodding occasionally. The Swiss-American mathematician Edgar Lorch spent 1934 in Szeged working under Riesz and wrote

594-693: The Kingdom of Romania , whereupon Kolozsvár's name changed to Cluj and the University of Kolozsvár moved to Szeged , Hungary, becoming the University of Szeged . Then, Riesz was the rector and a professor at the University of Szeged, as well as a member of the Hungarian Academy of Sciences . and the Polish Academy of Learning . He was the older brother of the mathematician Marcel Riesz . Riesz did some of

627-441: The orthonormal basis . Finite-dimensional Hilbert spaces are fully understood in linear algebra , and infinite-dimensional separable Hilbert spaces are isomorphic to ℓ 2 ( ℵ 0 ) {\displaystyle \ell ^{\,2}(\aleph _{0})\,} . Separability being important for applications, functional analysis of Hilbert spaces consequently mostly deals with this space. One of

660-406: The real or complex numbers . Such spaces are called Banach spaces . An important example is a Hilbert space , where the norm arises from an inner product. These spaces are of fundamental importance in many areas, including the mathematical formulation of quantum mechanics , machine learning , partial differential equations , and Fourier analysis . More generally, functional analysis includes

693-412: The spectral measure . There is also an analogous spectral theorem for bounded normal operators on Hilbert spaces. The only difference in the conclusion is that now f {\displaystyle f} may be complex-valued. 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

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726-430: The spectral theorem , but one in particular has many applications in functional analysis. Spectral theorem  —  Let A {\displaystyle A} be a bounded self-adjoint operator on a Hilbert space H {\displaystyle H} . Then there is a measure space ( X , Σ , μ ) {\displaystyle (X,\Sigma ,\mu )} and

759-539: The Banach–Schauder theorem (named after Stefan Banach and Juliusz Schauder ), is a fundamental result which states that if a continuous linear operator between Banach spaces is surjective then it is an open map . More precisely, Open mapping theorem  —  If X {\displaystyle X} and Y {\displaystyle Y} are Banach spaces and A : X → Y {\displaystyle A:X\to Y}

792-413: The case when X {\displaystyle X} is the set of non-negative integers . In Banach spaces, a large part of the study involves the dual space : the space of all continuous linear maps from the space into its underlying field, so-called functionals. A Banach space can be canonically identified with a subspace of its bidual, which is the dual of its dual space. The corresponding map

825-469: The four pillars of functional analysis: Important results of functional analysis include: The uniform boundedness principle or Banach–Steinhaus theorem is one of the fundamental results in functional analysis. Together with the Hahn–Banach theorem and the open mapping theorem , it is considered one of the cornerstones of the field. In its basic form, it asserts that for a family of continuous linear operators (and thus bounded operators) whose domain

858-448: The fundamental work in developing functional analysis and his work has had a number of important applications in physics. He established the spectral theory for bounded symmetric operators in a form very much like that now regarded as standard. He also made many contributions to other areas including ergodic theory , topology and he gave an elementary proof of the mean ergodic theorem. Together with Alfréd Haar , Riesz founded

891-518: The general concept of a functional had previously been introduced in 1887 by the Italian mathematician and physicist Vito Volterra . The theory of nonlinear functionals was continued by students of Hadamard, in particular Fréchet and Lévy . Hadamard also founded the modern school of linear functional analysis further developed by Riesz and the group of Polish mathematicians around Stefan Banach . In modern introductory texts on functional analysis,

924-642: The open problems in functional analysis is to prove that every bounded linear operator on a Hilbert space has a proper invariant subspace . Many special cases of this invariant subspace problem have already been proven. General Banach spaces are more complicated than Hilbert spaces, and cannot be classified in such a simple manner as those. In particular, many Banach spaces lack a notion analogous to an orthonormal basis . Examples of Banach spaces are L p {\displaystyle L^{p}} -spaces for any real number p ≥ 1 {\displaystyle p\geq 1} . Given also

957-756: The person's given name (s) to the link. Retrieved from " https://en.wikipedia.org/w/index.php?title=Riesz&oldid=1216562638 " Categories : Surnames Surnames of Jewish origin Hungarian-language surnames German-language surnames Yiddish-language surnames Hidden categories: Articles with short description Short description is different from Wikidata All set index articles Frigyes Riesz Frigyes Riesz ( Hungarian : Riesz Frigyes , pronounced [ˈriːs ˈfriɟɛʃ] , sometimes known in English and French as Frederic Riesz ; 22 January 1880 – 28 February 1956)

990-441: The study of Fréchet spaces and other topological vector spaces not endowed with a norm. An important object of study in functional analysis are the continuous linear operators defined on Banach and Hilbert spaces. These lead naturally to the definition of C*-algebras and other operator algebras . Hilbert spaces can be completely classified: there is a unique Hilbert space up to isomorphism for every cardinality of

1023-548: The subject is seen as the study of vector spaces endowed with a topology, in particular infinite-dimensional spaces . In contrast, linear algebra deals mostly with finite-dimensional spaces, and does not use topology. An important part of functional analysis is the extension of the theories of measure , integration , and probability to infinite-dimensional spaces, also known as infinite dimensional analysis . The basic and historically first class of spaces studied in functional analysis are complete normed vector spaces over

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1056-463: The whole space, and it also shows that there are "enough" continuous linear functionals defined on every normed vector space to make the study of the dual space "interesting". Hahn–Banach theorem:  —  If p : V → R {\displaystyle p:V\to \mathbb {R} } is a sublinear function , and φ : U → R {\displaystyle \varphi :U\to \mathbb {R} }

1089-661: Was a Hungarian mathematician who made fundamental contributions to functional analysis , as did his younger brother Marcel Riesz . He was born into a Jewish family in Győr , Austria-Hungary and died in Budapest , Hungary . Between 1911 and 1919 he was a professor at the Franz Joseph University in Kolozsvár , Austria-Hungary. The post-WW1 Treaty of Trianon transferred former Austro-Hungarian territory including Kolozsvár to

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