In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, the Riesz potential is a
potential
Potential generally refers to a currently unrealized ability. The term is used in a wide variety of fields, from physics to the social sciences to indicate things that are in a state where they are able to change in ways ranging from the simple r ...
named after its discoverer, the Hungarian mathematician
Marcel Riesz. In a sense, the Riesz potential defines an inverse for a power of the
Laplace operator
In mathematics, the Laplace operator or Laplacian is a differential operator given by the divergence of the gradient of a scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \nabla is th ...
on Euclidean space. They generalize to several variables the
Riemann–Liouville integral
In mathematics, the Riemann–Liouville integral associates with a real function f: \mathbb \rightarrow \mathbb another function of the same kind for each value of the parameter . The integral is a manner of generalization of the repeated antide ...
s of one variable.
Definition
If 0 < ''α'' < ''n'', then the Riesz potential ''I''
α''f'' of a
locally integrable function ''f'' on R
''n'' is the function defined by
where the constant is given by
:
This
singular integral In mathematics, singular integrals are central to harmonic analysis and are intimately connected with the study of partial differential equations. Broadly speaking a singular integral is an integral operator
: T(f)(x) = \int K(x,y)f(y) \, dy,
who ...
is well-defined provided ''f'' decays sufficiently rapidly at infinity, specifically if ''f'' ∈
L''p''(R''n'') with 1 ≤ ''p'' < ''n''/''α''. In fact, for any 1 ≤ ''p'' (''p''>1 is classical, due to Sobolev, while for ''p''=1 see ), the rate of decay of ''f'' and that of ''I''
''α''''f'' are related in the form of an inequality (the
Hardy–Littlewood–Sobolev inequality
In mathematics, there is in mathematical analysis a class of Sobolev inequalities, relating norms including those of Sobolev spaces. These are used to prove the Sobolev embedding theorem, giving inclusions between certain Sobolev spaces, and the R ...
)
:
where
is the vector-valued
Riesz transform In the mathematical theory of harmonic analysis, the Riesz transforms are a family of generalizations of the Hilbert transform to Euclidean spaces of dimension ''d'' > 1. They are a type of singular integral operator, meaning that they a ...
. More generally, the operators ''I''
''α'' are well-defined for
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 ...
α such that .
The Riesz potential can be defined more generally in a
weak sense as the
convolution
In mathematics (in particular, functional analysis), convolution is a mathematical operation on two functions ( and ) that produces a third function (f*g) that expresses how the shape of one is modified by the other. The term ''convolution'' ...
:
where ''K''
α is the locally integrable function:
:
The Riesz potential can therefore be defined whenever ''f'' is a compactly supported distribution. In this connection, the Riesz potential of a positive
Borel measure
In mathematics, specifically in measure theory, a Borel measure on a topological space is a measure that is defined on all open sets (and thus on all Borel sets). Some authors require additional restrictions on the measure, as described below.
...
μ with
compact support
In mathematics, the support of a real-valued function f is the subset of the function domain containing the elements which are not mapped to zero. If the domain of f is a topological space, then the support of f is instead defined as the smalle ...
is chiefly of interest in
potential theory
In mathematics and mathematical physics, potential theory is the study of harmonic functions.
The term "potential theory" was coined in 19th-century physics when it was realized that two fundamental forces of nature known at the time, namely gra ...
because ''I''
''α''μ is then a (continuous)
subharmonic function
In mathematics, subharmonic and superharmonic functions are important classes of functions used extensively in partial differential equations, complex analysis and potential theory.
Intuitively, subharmonic functions are related to convex functio ...
off the support of μ, and is
lower semicontinuous
In mathematical analysis, semicontinuity (or semi-continuity) is a property of extended real-valued functions that is weaker than continuity. An extended real-valued function f is upper (respectively, lower) semicontinuous at a point x_0 if, r ...
on all of R
''n''.
Consideration of the
Fourier transform
A Fourier transform (FT) is a mathematical transform that decomposes functions into frequency components, which are represented by the output of the transform as a function of frequency. Most commonly functions of time or space are transformed ...
reveals that the Riesz potential is a
Fourier multiplier.
[.]
In fact, one has
:
and so, by the
convolution theorem
In mathematics, the convolution theorem states that under suitable conditions the Fourier transform of a convolution of two functions (or signals) is the pointwise product of their Fourier transforms. More generally, convolution in one domain (e.g ...
,
:
The Riesz potentials satisfy the following
semigroup
In mathematics, a semigroup is an algebraic structure consisting of a set together with an associative internal binary operation on it.
The binary operation of a semigroup is most often denoted multiplicatively: ''x''·''y'', or simply ''xy'', ...
property on, for instance,
rapidly decreasing continuous function
In mathematics, a continuous function is a function such that a continuous variation (that is a change without jump) of the argument induces a continuous variation of the value of the function. This means that there are no abrupt changes in val ...
s
:
provided
:
Furthermore, if , then
:
One also has, for this class of functions,
:
See also
*
Bessel potential In mathematics, the Bessel potential is a potential (named after Friedrich Wilhelm Bessel) similar to the Riesz potential but with better decay properties at infinity.
If ''s'' is a complex number with positive real part then the Bessel potentia ...
*
Fractional integration
In fractional calculus, an area of mathematical analysis, the differintegral (sometime also called the derivigral) is a combined differentiation/ integration operator. Applied to a function ƒ, the ''q''-differintegral of ''f'', here denoted ...
*
Sobolev space
In mathematics, a Sobolev space is a vector space of functions equipped with a norm that is a combination of ''Lp''-norms of the function together with its derivatives up to a given order. The derivatives are understood in a suitable weak sense ...
Notes
References
*
*.
*
*
*
* {{Citation , last=Samko , first=Stefan G. , title=A new approach to the inversion of the Riesz potential operator , journal=
Fractional Calculus and Applied Analysis , year=1998 , volume=1 , issue=3 , pages=225–245 , url=http://w3.ualg.pt/~ssamko/dpapers/files/New_Approach_FCAA.pdf
Fractional calculus
Partial differential equations
Potential theory
Singular integrals