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In mathematics, a Fredholm kernel is a certain type of a
kernel Kernel may refer to: Computing * Kernel (operating system), the central component of most operating systems * Kernel (image processing), a matrix used for image convolution * Compute kernel, in GPGPU programming * Kernel method, in machine lea ...
on a
Banach space In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 ve ...
, associated with nuclear operators on the Banach space. They are an abstraction of the idea of the
Fredholm integral equation In mathematics, the Fredholm integral equation is an integral equation whose solution gives rise to Fredholm theory, the study of Fredholm kernels and Fredholm operators. The integral equation was studied by Ivar Fredholm. A useful method to ...
and the
Fredholm operator In mathematics, Fredholm operators are certain Operator (mathematics), operators that arise in the Fredholm theory of integral equations. They are named in honour of Erik Ivar Fredholm. By definition, a Fredholm operator is a bounded linear operat ...
, and are one of the objects of study in
Fredholm theory In mathematics, Fredholm theory is a theory of integral equations. In the narrowest sense, Fredholm theory concerns itself with the solution of the Fredholm integral equation. In a broader sense, the abstract structure of Fredholm's theory is given ...
. Fredholm kernels are named in honour of
Erik Ivar Fredholm Erik Ivar Fredholm (7 April 1866 – 17 August 1927) was a Swedish mathematician whose work on integral equations and operator theory foreshadowed the theory of Hilbert spaces. Biography Fredholm was born in Stockholm in 1866. He obtained hi ...
. Much of the abstract theory of Fredholm kernels was developed by Alexander Grothendieck and published in 1955.


Definition

Let ''B'' be an arbitrary
Banach space In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 ve ...
, and let ''B''* be its dual, that is, the space of
bounded linear functional In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y. If X and Y are normed vector sp ...
s on ''B''. The
tensor product In mathematics, the tensor product V \otimes W of two vector spaces and (over the same Field (mathematics), field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an e ...
B^*\otimes B has a completion under the norm :\Vert X \Vert_\pi = \inf \sum_ \Vert e^*_i\Vert \Vert e_i \Vert where the
infimum In mathematics, the infimum (abbreviated inf; plural infima) of a subset S of a partially ordered set P is a greatest element in P that is less than or equal to each element of S, if such an element exists. Consequently, the term ''greatest ...
is taken over all finite representations :X=\sum_ e^*_i \otimes e_i \in B^*\otimes B The completion, under this norm, is often denoted as :B^* \widehat_\pi B and is called the projective topological tensor product. The elements of this space are called Fredholm kernels.


Properties

Every Fredholm kernel has a representation in the form :X=\sum_ \lambda_i e^*_i \otimes e_i with e_i \in B and e^*_i \in B^* such that \Vert e_i \Vert = \Vert e^*_i \Vert = 1 and :\sum_ \vert \lambda_i \vert < \infty. \, Associated with each such kernel is a linear operator :\mathcal _X : B \to B which has the canonical representation :\mathcal_X f =\sum_ \lambda_i e^*_i(f) e_i. \, Associated with every Fredholm kernel is a trace, defined as :\mbox X = \sum_ \lambda_i e^*_i(e_i). \,


''p''-summable kernels

A Fredholm kernel is said to be ''p''-summable if :\sum_ \vert \lambda_i \vert^p < \infty A Fredholm kernel is said to be of order q if ''q'' is the
infimum In mathematics, the infimum (abbreviated inf; plural infima) of a subset S of a partially ordered set P is a greatest element in P that is less than or equal to each element of S, if such an element exists. Consequently, the term ''greatest ...
of all 0 for all ''p'' for which it is ''p''-summable.


Nuclear operators on Banach spaces

An operator : is said to be a nuclear operator if there exists an ∈ B^* \widehat_\pi B such that = . Such an operator is said to be -summable and of order if is. In general, there may be more than one associated with such a nuclear operator, and so the trace is not uniquely defined. However, if the order ≤ 2/3, then there is a unique trace, as given by a theorem of Grothendieck.


Grothendieck's theorem

If \mathcal:B\to B is an operator of order q \le 2/3 then a trace may be defined, with :\mbox \mathcal = \sum_ \rho_i where \rho_i are the
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denot ...
s of \mathcal. Furthermore, the Fredholm determinant :\det \left( 1-z\mathcal\right)= \prod_i \left(1-\rho_i z \right) is an
entire function In complex analysis, an entire function, also called an integral function, is a complex-valued function that is holomorphic on the whole complex plane. Typical examples of entire functions are polynomials and the exponential function, and any fin ...
of ''z''. The formula :\det \left( 1-z\mathcal\right)= \exp \mbox \log\left( 1-z\mathcal\right) holds as well. Finally, if \mathcal is parameterized by some
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
-valued parameter ''w'', that is, \mathcal=\mathcal_w, and the parameterization is
holomorphic In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex de ...
on some domain, then :\det \left( 1-z\mathcal_w\right) is holomorphic on the same domain.


Examples

An important example is the Banach space of holomorphic functions over a domain D\subset \mathbb^k. In this space, every nuclear operator is of order zero, and is thus of
trace-class In mathematics, specifically functional analysis, a trace-class operator is a linear operator for which a trace may be defined, such that the trace is a finite number independent of the choice of basis used to compute the trace. This trace of trac ...
.


Nuclear spaces

The idea of a nuclear operator can be adapted to
Fréchet space In functional analysis and related areas of mathematics, Fréchet spaces, named after Maurice Fréchet, are special topological vector spaces. They are generalizations of Banach spaces ( normed vector spaces that are complete with respect ...
s. A
nuclear space In mathematics, nuclear spaces are topological vector spaces that can be viewed as a generalization of finite dimensional Euclidean spaces and share many of their desirable properties. Nuclear spaces are however quite different from Hilbert spaces, ...
is a Fréchet space where every bounded map of the space to an arbitrary Banach space is nuclear.


References

* * * * {{Topological tensor products and nuclear spaces Fredholm theory Banach spaces Topology of function spaces Topological tensor products Linear operators