Minlos–Sazonov Theorem
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The Minlos–Sasonov theorem is a result from
measure theory in topological vector spaces In mathematics, measure theory in topological vector spaces refers to the extension of measure theory to topological vector spaces. Such spaces are often infinite-dimensional, but many results of classical measure theory are formulated for finite-d ...
. It provides a sufficient condition for a
cylindrical measure In mathematics, cylinder set measure (or promeasure, or premeasure, or quasi-measure, or CSM) is a kind of prototype for a measure on an infinite-dimensional vector space. An example is the Gaussian cylinder set measure on Hilbert space. Cylinder ...
to be σ-additive on 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 ...
. This is the case when its
Fourier transform In mathematics, the Fourier transform (FT) is an integral transform that takes a function as input then outputs another function that describes the extent to which various frequencies are present in the original function. The output of the tr ...
is
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous ...
at
zero 0 (zero) is a number representing an empty quantity. Adding (or subtracting) 0 to any number leaves that number unchanged; in mathematical terminology, 0 is the additive identity of the integers, rational numbers, real numbers, and compl ...
in the ''Sazonov topology'' and such a topology is called ''sufficient''. The theorem is named after the two
Russian Russian(s) may refer to: *Russians (), an ethnic group of the East Slavic peoples, primarily living in Russia and neighboring countries *A citizen of Russia *Russian language, the most widely spoken of the Slavic languages *''The Russians'', a b ...
mathematicians
Robert Adol'fovich Minlos Robert Adol'fovich Minlos (; 28 February 1931 – 9 January 2018) was a Soviet and Russian mathematician who has made important contributions to probability theory and mathematical physics. His theorem on the extension of cylindrical measures to ...
and Vyacheslav Vasilievich Sazonov. The theorem generalizes two classical theorem: the
Minlos theorem In the mathematics of topological vector spaces, Minlos's theorem states that a cylindrical measure on the dual of a nuclear space is a Radon measure if its Fourier transform In mathematics, the Fourier transform (FT) is an integral transform ...
(1963) and the Sazonov theorem (1958). It was then later generalized in the 1970s by the mathematicians Albert Badrikian and
Laurent Schwartz Laurent-Moïse Schwartz (; 5 March 1915 – 4 July 2002) was a French mathematician. He pioneered the theory of Distribution (mathematics), distributions, which gives a well-defined meaning to objects such as the Dirac delta function. He was awar ...
to locally convex spaces. Therefore, the theorem is sometimes also called Minlos-Sasonov-Badrikian theorem.


Minlos–Sasonov theorem

Let (X,\tau) be 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 ...
, X^* and X' are the corresponding algebraic and topological
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 ...
s, and \langle,\rangle:X\times X'\to \mathbb is the dual paar. A topology \tau^K on X is called ''compatible'' with the dual paar \langle,\rangle if the corresponding topological dual space induced by \tau^K is again X'. A
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 ...
p on X is called ''Hilbertian'' or a ''Hilbert seminorm'' if there exists a positive definite
bilinear form In mathematics, a bilinear form is a bilinear map on a vector space (the elements of which are called '' vectors'') over a field ''K'' (the elements of which are called '' scalars''). In other words, a bilinear form is a function that is linea ...
b\colon X\times X\to\mathbb such that p(x)=\sqrt for all x\in X. Let \mathfrak:=\mathfrak(X,X'):=\bigotimes\limits_^\mathfrak_ denote the cylindrical algebra.


Deriving the Sazonov topology

Let p be a seminorm on X and X_ be the factor space X_:=X/p^(0) with canonical mapping Q_:X\to X_ defined as Q_:x\mapsto /math>. Let \overline be the
norm Norm, the Norm or NORM may refer to: In academic disciplines * Normativity, phenomenon of designating things as good or bad * Norm (geology), an estimate of the idealised mineral content of a rock * Norm (philosophy), a standard in normative e ...
:\overline(y)=p\left(Q^_(y)\right) on X_, denote the corresponding
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 ...
as \overline_ and let i_:X_p\hookrightarrow \overline_p be the natural embedding, then define the continuous map :\overline_p(x):=i_p\left(Q_(x)\right) which is a map \overline_p:X\to \overline_p. Let q be a seminorm such that for all x\in X :p(x)\leq C q(x), then define a continuous linear operator T_: \overline_\to \overline_ as follows: * If z\in i_q(X_q)\subseteq \overline_q then T_(z):=\overline_p\left(\overline^_q(z)\right), which is well-defined. * If z\not\in i_q(X_q) and z\in \overline_q, then there exists a sequence (z_n)_n\in i_q(X_q) which converges against z and the sequence \left(T_(z_n)\right)_n converges in \overline_p therefore T_(z):=\lim\limits_\left(T_(z_n)\right)_n. If p it ''Hilbertian'' then \overline_p is a
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
.


Sazonov topology

Let \mathcal be a family of continuous Hilbert seminorms defined as follows: p\in \mathcal if and only if there exists a Hilbert seminorm q such that for all x\in X :p(x)\leq C q(x) for some constant C\in \mathbb and if T_ is a Hilbert-Schmidt operator. Then the topology \tau^S:=\tau^S(X,\tau) induced by the family \mathcal is called the Sazonov topology or S-topology. Clearly it depends on the underlying topology \tau. If (X,\tau) is a
nuclear Nuclear may refer to: Physics Relating to the nucleus of the atom: *Nuclear engineering *Nuclear physics *Nuclear power *Nuclear reactor *Nuclear weapon *Nuclear medicine *Radiation therapy *Nuclear warfare Mathematics * Nuclear space *Nuclear ...
then \tau^S=\tau.


Statement of the theorem

Let \mu be a cylindrical measure on \mathfrak and \tau a locally convex topology that is compatible with the dual paar and let \tau^S:=\tau^S(X,\tau) be the Sazonov topology. Then \mu is σ-additive on \mathfrak if the
Fourier transform In mathematics, the Fourier transform (FT) is an integral transform that takes a function as input then outputs another function that describes the extent to which various frequencies are present in the original function. The output of the tr ...
\hat(f):X'\to \mathbb is continuous in zero in \tau^S.


Bibliography

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References

{{DEFAULTSORT:Minlos-Sazonov theorem Theorems in measure theory Theorems in probability theory