In
mathematics
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, the Cauchy principal value, named after
Augustin-Louis Cauchy
Baron Augustin-Louis Cauchy ( , , ; ; 21 August 1789 – 23 May 1857) was a French mathematician, engineer, and physicist. He was one of the first to rigorously state and prove the key theorems of calculus (thereby creating real a ...
, is a method for assigning values to certain
improper integral
In mathematical analysis, an improper integral is an extension of the notion of a definite integral to cases that violate the usual assumptions for that kind of integral. In the context of Riemann integrals (or, equivalently, Darboux integral ...
s which would otherwise be undefined. In this method, a
singularity on an integral interval is avoided by limiting the integral interval to the non singular domain.
Formulation
Depending on the type of
singularity in the integrand , the Cauchy principal value is defined according to the following rules:
In some cases it is necessary to deal simultaneously with singularities both at a finite number and at infinity. This is usually done by a limit of the form
In those cases where the integral may be split into two independent, finite limits,
and
then the function is integrable in the ordinary sense. The result of the procedure for principal value is the same as the ordinary integral; since it no longer matches the definition, it is technically not a "principal value".
The Cauchy principal value can also be defined in terms of
contour integrals of a complex-valued function
with
with a pole on a contour . Define
to be that same contour, where the portion inside the disk of radius around the pole has been removed. Provided the function
is integrable over
no matter how small becomes, then the Cauchy principal value is the limit:
In the case of
Lebesgue-integrable functions, that is, functions which are integrable in
absolute value
In mathematics, the absolute value or modulus of a real number x, is the non-negative value without regard to its sign. Namely, , x, =x if x is a positive number, and , x, =-x if x is negative (in which case negating x makes -x positive), ...
, these definitions coincide with the standard definition of the integral.
If the function
is ''
meromorphic'', the
Sokhotski–Plemelj theorem relates the principal value of the integral over with the mean-value of the integrals with the contour displaced slightly above and below, so that the
residue theorem
In complex analysis, the residue theorem, sometimes called Cauchy's residue theorem, is a powerful tool to evaluate line integrals of analytic functions over closed curves; it can often be used to compute real integrals and infinite series as well ...
can be applied to those integrals.
Principal value integrals play a central role in the discussion of
Hilbert transform
In mathematics and signal processing, the Hilbert transform is a specific singular integral that takes a function, of a real variable and produces another function of a real variable . The Hilbert transform is given by the Cauchy principal value ...
s.
Distribution theory
Let
be the set of
bump function
In mathematical analysis, a bump function (also called a test function) is a function f : \Reals^n \to \Reals on a Euclidean space \Reals^n which is both smooth (in the sense of having continuous derivatives of all orders) and compactly supp ...
s, i.e., the space of
smooth function
In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain.
A function of class C^k is a function of smoothness at least ; t ...
s with
compact support
In mathematics, the support of a real-valued function f is the subset of the function domain of elements that are not mapped to zero. If the domain of f is a topological space, then the support of f is instead defined as the smallest closed ...
on the
real line
A number line is a graphical representation of a straight line that serves as spatial representation of numbers, usually graduated like a ruler with a particular origin (geometry), origin point representing the number zero and evenly spaced mark ...
. Then the map
defined via the Cauchy principal value as
is a
distribution Distribution may refer to:
Mathematics
*Distribution (mathematics), generalized functions used to formulate solutions of partial differential equations
*Probability distribution, the probability of a particular value or value range of a varia ...
. The map itself may sometimes be called the principal value (hence the notation p.v.). This distribution appears, for example, in 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 ...
of the
sign function
In mathematics, the sign function or signum function (from '' signum'', Latin for "sign") is a function that has the value , or according to whether the sign of a given real number is positive or negative, or the given number is itself zer ...
and the
Heaviside step function
The Heaviside step function, or the unit step function, usually denoted by or (but sometimes , or ), is a step function named after Oliver Heaviside, the value of which is zero for negative arguments and one for positive arguments. Differen ...
.
Well-definedness as a distribution
To prove the existence of the limit
for a
Schwartz function
In mathematics, Schwartz space \mathcal is the function space of all functions whose derivatives are rapidly decreasing. This space has the important property that the Fourier transform is an automorphism on this space. This property enables ...
, first observe that
is continuous on
and hence
\lim_ \, \frac ~=~ \lim_ \, \frac ~=~ 2u'(0)~,
since
u'(x) is continuous and L'Hopital's rule applies.
Therefore,
\int_0^1 \, \frac \, \mathrmx exists and by applying the mean value theorem to
u(x) - u(-x) , we get:
:
\left, \, \int_0^1\,\frac \,\mathrmx \,\
\;\leq\; \int_0^1 \frac \,\mathrmx
\;\leq\; \int_0^1\,\frac\,\sup_\,\Bigl, u'(x)\Bigr, \,\mathrmx
\;\leq\; 2\,\sup_\,\Bigl, u'(x)\Bigr, ~.
And furthermore:
:
\left, \,\int_1^\infty \frac \,\mathrmx \,\ \;\leq\; 2 \,\sup_ \,\Bigl, x\cdot u(x)\Bigr, ~\cdot\;\int_1^\infty \frac \;=\; 2 \,\sup_\, \Bigl, x \cdot u(x)\Bigr, ~,
we note that the map
\operatorname\;\left( \frac \right) \,:\, (\mathbb) \to \mathbb
is bounded by the usual seminorms for
Schwartz functions u. Therefore, this map defines, as it is obviously linear, a continuous functional on the
Schwartz space
In mathematics, Schwartz space \mathcal is the function space of all functions whose derivatives are rapidly decreasing. This space has the important property that the Fourier transform is an automorphism on this space. This property enables o ...
and therefore a
tempered distribution
Distributions, also known as Schwartz distributions are a kind of generalized function in mathematical analysis. Distributions make it possible to differentiate functions whose derivatives do not exist in the classical sense. In particular, an ...
.
Note that the proof needs
u merely to be continuously differentiable in a neighbourhood of 0 and
x\,u to be bounded towards infinity. The principal value therefore is defined on even weaker assumptions such as
u integrable with compact support and differentiable at 0.
More general definitions
The principal value is the inverse distribution of the function
x and is almost the only distribution with this property:
x f = 1 \quad \Leftrightarrow \quad \exists K: \; \; f = \operatorname \left( \frac \right) + K \delta,
where
K is a constant and
\delta the Dirac distribution.
In a broader sense, the principal value can be defined for a wide class of
singular integral kernels on the Euclidean space
\mathbb^ . If
K has an isolated singularity at the origin, but is an otherwise "nice" function, then the principal-value distribution is defined on compactly supported smooth functions by
operatorname (K)f) = \lim_ \int_ f(x) K(x) \, \mathrm x.
Such a limit may not be well defined, or, being well-defined, it may not necessarily define a distribution. It is, however, well-defined if
K is a continuous
homogeneous function
In mathematics, a homogeneous function is a function of several variables such that the following holds: If each of the function's arguments is multiplied by the same scalar (mathematics), scalar, then the function's value is multiplied by some p ...
of degree
-n whose integral over any sphere centered at the origin vanishes. This is the case, for instance, with the
Riesz transforms.
Examples
Consider the values of two limits:
\lim_\left(\int_^\frac + \int_a^1\frac\right)=0,
This is the Cauchy principal value of the otherwise ill-defined expression
\int_^1\frac, \text +\infty \text.
Also:
\lim_\left(\int_^\frac+\int_^1\frac\right)=\ln 2.
Similarly, we have
\lim_\int_^a\frac=0,
This is the principal value of the otherwise ill-defined expression
\int_^\infty\frac \text +\infty \text.
but
\lim_\int_^a\frac=-\ln 4.
Notation
Different authors use different notations for the Cauchy principal value of a function
f, among others:
PV \int f(x)\,\mathrmx,
\mathrm \int f(x)\,\mathrmx,
\int_L^* f(z)\, \mathrmz,
-\!\!\!\!\!\!\int f(x)\,\mathrmx,
as well as
P, P.V.,
\mathcal, P_v, (CPV), \mathcal, and V.P.
See also
*
Hadamard finite part integral
*
Hilbert transform
In mathematics and signal processing, the Hilbert transform is a specific singular integral that takes a function, of a real variable and produces another function of a real variable . The Hilbert transform is given by the Cauchy principal value ...
*
Sokhotski–Plemelj theorem
References
{{reflist, 25em
Augustin-Louis Cauchy
Mathematical analysis
Generalized functions
Integrals
Summability methods
Schwartz distributions