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 ...
,
singular integral operators 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 ...
on closed curves arise in problems in
analysis
Analysis ( : analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (38 ...
, in particular
complex analysis
Complex analysis, traditionally known as the theory of functions of a complex variable, is the branch of mathematical analysis that investigates Function (mathematics), functions of complex numbers. It is helpful in many branches of mathemati ...
and
harmonic analysis
Harmonic analysis is a branch of mathematics concerned with the representation of Function (mathematics), functions or signals as the Superposition principle, superposition of basic waves, and the study of and generalization of the notions of Fo ...
. The two main singular integral operators, the Hilbert transform and the Cauchy transform, can be defined for any smooth Jordan curve in the complex plane and are related by a simple algebraic formula. In the special case of
Fourier series
A Fourier series () is a summation of harmonically related sinusoidal functions, also known as components or harmonics. The result of the summation is a periodic function whose functional form is determined by the choices of cycle length (or ''p ...
for the unit circle, the operators become the classical
Cauchy transform
Baron Augustin-Louis Cauchy (, ; ; 21 August 178923 May 1857) was a French mathematician, engineer, and physicist who made pioneering contributions to several branches of mathematics, including mathematical analysis and continuum mechanics. He w ...
, the
orthogonal projection
In linear algebra and functional analysis, a projection is a linear transformation P from a vector space to itself (an endomorphism) such that P\circ P=P. That is, whenever P is applied twice to any vector, it gives the same result as if it wer ...
onto
Hardy space
In complex analysis, the Hardy spaces (or Hardy classes) ''Hp'' are certain spaces of holomorphic functions on the unit disk or upper half plane. They were introduced by Frigyes Riesz , who named them after G. H. Hardy, because of the paper . ...
, and the
Hilbert transform
In mathematics and in signal processing, the Hilbert transform is a specific linear operator that takes a function, of a real variable and produces another function of a real variable . This linear operator is given by convolution with the functi ...
a real orthogonal
linear complex structure
In mathematics, a complex structure on a real vector space ''V'' is an automorphism of ''V'' that squares to the minus identity, −''I''. Such a structure on ''V'' allows one to define multiplication by complex scalars in a canonical fashion so ...
. In general the Cauchy transform is a non-self-adjoint
idempotent
Idempotence (, ) is the property of certain operation (mathematics), operations in mathematics and computer science whereby they can be applied multiple times without changing the result beyond the initial application. The concept of idempotence ...
and the Hilbert transform a non-orthogonal
complex structure. The range of the Cauchy transform is the Hardy space of the bounded region enclosed by the Jordan curve. The theory for the original curve can be deduced from that of the unit circle, where, because of rotational symmetry, both operators are classical
singular integral operators of convolution type
In mathematics, singular integral operators of convolution type are the singular integral operators that arise on R''n'' and T''n'' through convolution by distributions; equivalently they are the singular integral operators that commute with transl ...
. The Hilbert transform satisfies the
jump relations of Plemelj and Sokhotski, which express the original function as the difference between the boundary values of holomorphic functions on the region and its complement. Singular integral operators have been studied on various classes of functions, including Hőlder spaces, L
''p'' spaces and Sobolev spaces. In the case of L
2 spaces—the case treated in detail below—other operators associated with the closed curve, such as the
Szegő projection onto Hardy space and the
Neumann–Poincaré operator In mathematics, the Neumann–Poincaré operator or Poincaré–Neumann operator, named after Carl Neumann and Henri Poincaré, is a non-self-adjoint compact operator introduced by Poincaré to solve boundary value problems for the Laplacian on boun ...
, can be expressed in terms of the Cauchy transform and its adjoint.
Operators on the unit circle
If ''f'' is in L
2(T), then it has a Fourier series expansion
:
Hardy space
In complex analysis, the Hardy spaces (or Hardy classes) ''Hp'' are certain spaces of holomorphic functions on the unit disk or upper half plane. They were introduced by Frigyes Riesz , who named them after G. H. Hardy, because of the paper . ...
H
2(T) consists of the functions for which the negative coefficients vanish, ''a''
''n'' = 0 for ''n'' < 0. These are precisely the square-integrable functions that arise as boundary values of holomorphic functions in the unit disk , ''z'', < 1. Indeed, ''f'' is the boundary value of the function
:
in the sense that the functions
:
defined by the restriction of ''F'' to the concentric circles , ''z'', = ''r'', satisfy
:
The orthogonal projection ''P'' of L
2(T) onto H
2(T) is called the Szegő projection. It is a bounded operator on L
2(T) with
operator norm
In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces.
Introdu ...
1.
By Cauchy's theorem
:
Thus
:
When ''r'' equals 1, the integrand on the right hand side has a singularity at θ = 0. The truncated Hilbert transform is defined by
:
where δ = , 1 – ''e''
''i''ε, . Since it is defined as convolution with a bounded function, it is a bounded operator on L
2(T). Now
:
If ''f'' is a polynomial in ''z'' then
:
By Cauchy's theorem the right hand side tends to 0 uniformly as ε, and hence δ, tends to 0. So
:
uniformly for polynomials. On the other hand, if ''u''(''z'') = ''z'' it is immediate that
:
Thus if ''f'' is a polynomial in ''z''
−1 without constant term
:
uniformly.
Define the Hilbert transform on the circle by
:
Thus if ''f'' is a trigonometric polynomial
:
uniformly.
It follows that if ''f'' is any L
2 function
:
in the L
2 norm.
This is a consequence of the result for trigonometric polynomials since the ''H''
ε are uniformly bounded in
operator norm
In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces.
Introdu ...
: indeed their Fourier coefficients are uniformly bounded.
It also follows that, for a continuous function ''f'' on the circle, ''H''
ε''f'' converges uniformly to ''Hf'', so in particular pointwise. The pointwise limit is a
Cauchy principal value
In mathematics, the Cauchy principal value, named after Augustin Louis Cauchy, is a method for assigning values to certain improper integrals which would otherwise be undefined.
Formulation
Depending on the type of singularity in the integrand , ...
, written
:
The Hilbert transform has a natural compatibility with orientation-preserving diffeomorphisms of the circle. Thus if ''H'' is a diffeomorphism of the circle with
:
then the operators
:
are uniformly bounded and tend in the strong operator topology to ''H''. Moreover, if ''Vf''(''z'') = ''f''(''H''(''z'')), then ''VHV''
−1 – ''H'' is an operator with smooth kernel, so a
Hilbert–Schmidt operator
In mathematics, a Hilbert–Schmidt operator, named after David Hilbert and Erhard Schmidt, is a bounded operator A \colon H \to H that acts on a Hilbert space H and has finite Hilbert–Schmidt norm
\, A\, ^2_ \ \stackrel\ \sum_ \, Ae_i\, ^2_ ...
.
Hardy spaces
The Hardy space on the unit circle can be generalized to any multiply connected bounded domain Ω with smooth boundary ∂Ω. The Hardy space H
2(∂Ω) can be defined in a number of equivalent ways. The simplest way to define it is as the closure in L
2(∂Ω) of the space of holomorphic functions on Ω which extend continuously to smooth functions on the closure of Ω. As
Walsh Walsh may refer to:
People and fictional characters
* Walsh (surname), including a list of people and fictional characters with the surname
Places
* Fort Walsh, one of the first posts of the Royal Canadian Mounted Police
* Walsh, Ontario, Norfolk ...
proved, in a result that was a precursor of
Mergelyan's theorem Mergelyan's theorem is a result from approximation by polynomials in complex analysis proved by the Armenian mathematician Sergei Mergelyan in 1951.
Statement
:Let ''K'' be a compact subset of the complex plane C such that C∖''K'' is conne ...
, any holomorphic function on Ω that extends continuously to the closure can be approximated in the uniform norm by a rational function with poles in the complementary region Ω
''c''. If Ω is simply connected, then the rational function can be taken to be a polynomial. There is a counterpart of this theorem on the boundary, the
Hartogs–Rosenthal theorem In mathematics, the Hartogs–Rosenthal theorem is a classical result in complex analysis on the uniform approximation of continuous functions on compact subsets of the complex plane by rational functions. The theorem was proved in 1931 by the Germ ...
, which states that any continuous function ∂Ω can be approximated in the uniform norm by rational functions with poles in the complement of ∂Ω. It follows that for a simply connected domain when ∂Ω is a simple closed curve, H
2(∂Ω) is just the closure of the polynomials; in general it is the closure of the space of rational functions with poles lying off ∂Ω.
On the unit circle an L
2 function ''f'' with Fourier series expansion
:
has a unique extension to a harmonic function in the unit disk given by the Poisson integral
:
In particular
:
so that the norms increase to the value at ''r'' = 1, the norm of ''f''. A similar in the complement of the unit disk where the harmonic extension is given by
:
In this case the norms increase from the value at ''R'' = ∞ to the norm of ''f'', the value at ''R'' = 1.
A similar result holds for a harmonic function ''f'' on a simply connected region with smooth boundary provided the L
2 norms are taken over the level curves in a tubular neighbourhood of the boundary. Using vector notation v(''t'') = (''x''(''t''), ''y''(''t'')) to parametrize the boundary curve by arc length, the following classical formulas hold:
:
Thus the unit tangent vector t(''t'') at ''t'' and oriented normal vector n(''t'') are given by
:
The constant relating the acceleration vector to the normal vector is the
curvature
In mathematics, curvature is any of several strongly related concepts in geometry. Intuitively, the curvature is the amount by which a curve deviates from being a straight line, or a surface deviates from being a plane.
For curves, the canonic ...
of the curve:
:
There are two further formulas of
Frenet:
:
A tubular neighbourhood of the boundary is given by
:
so that the level curves ∂Ω
''s'' with ''s'' constant bound domains Ω
''s''. Moreover
:
Hence differentiating the integral means with respect to ''s'', the derivative in the direction of the ''inward'' pointing normal, gives
:
using
Green's theorem
In vector calculus, Green's theorem relates a line integral around a simple closed curve to a double integral over the plane region bounded by . It is the two-dimensional special case of Stokes' theorem.
Theorem
Let be a positively orient ...
. Thus for ''s'' small
:
for some constant ''M'' independent of ''f''. This implies that
:
so that, on integrating this inequality, the norms are bounded near the boundary:
:
This inequality shows that a function in the L
2 Hardy space H
2(Ω) leads, via the Cauchy integral operator ''C'', to a holomorphic function on Ω satisfying the classical condition that the integral means
:
are bounded. Furthermore, the restrictions ''f''
s of ''f'' to ∂Ω
''s'', which can be naturally identified with ∂Ω, tend in L
2 to the original function in Hardy space. In fact H
2(Ω) has been defined as the closure in L
2(Ω) of rational functions (which can be taken to be polynomials if Ω is simply connected). Any rational function with poles only in Ω
''c'' can be recovered inside Ω from its boundary value ''g'' by Cauchy's integral formula
:
The estimates above show that the functions ''Cg'',
∂Ω''s'' depend continuously on ''Cg'',
∂Ω. Moreover, in this case the functions tend uniformly to the boundary value and hence also in L
2, using the natural identification of the spaces L
2(∂Ω
''s'') with L
2(∂Ω). Since ''Ch'' can be defined for any L
2 function as a holomorphic function on Ω since ''h'' is integrable on ∂Ω. Since ''h'' is a limit in L
2 of rational functions ''g'', the same results hold for ''h'' and ''Ch'', with the same inequalities for the integral means. Equally well ''h'' is the limit in L
2(∂Ω) of the functions ''Ch'',
∂Ω''s''.
The estimates above for the integral means near the boundary show that ''Cf'' lies in L
2(Ω) and that its L
2 norm can be bounded in terms of that of ''f''. Since ''Cf'' is also holomorphic, it lies in the
Bergman space In complex analysis, functional analysis and operator theory, a Bergman space, named after Stefan Bergman, is a function space of holomorphic functions in a domain ''D'' of the complex plane that are sufficiently well-behaved at the boundary that t ...
A
2(Ω) of Ω. Thus the Cauchy integral operator ''C'' defines a natural mapping from the Hardy space of the boundary into the Bergman space of the interior.
The Hardy space H
2(Ω) has a natural partner, namely the closure in L
2(∂Ω) of boundary values of rational functions ''vanishing at'' ∞ with poles only in Ω. Denoting this subspace by H
2+(∂Ω) to distinguish it from the original Hardy space, which will also denoted by H
2−(∂Ω), the same reasoning as above can be applied. When applied to a function ''h'' in H
2+(∂Ω), the Cauchy integral operator defines a holomorphic function ''F'' in Ω
''c'' vanishing at ∞ such that near the boundary the restriction of ''F'' to the level curves, each identified with the boundary, tend in L
2 to ''h''. Unlike the case of the circle, H
2−(∂Ω) and H
2+(∂Ω) are not orthogonal spaces. By the Hartogs−Rosenthal theorem, their sum is dense in L
2(∂Ω). As shown below, these are the ±i eigenspaces of the Hilbert transform on ∂Ω, so their sum is in fact direct and the whole of L
2(∂Ω).
Hilbert transform on a closed curve
For a bounded simply connected domain Ω in the complex plane with smooth boundary ∂Ω, the theory of the Hilbert transform can be deduced by direct comparison with the Hilbert transform for the unit circle.
To define the Hilbert transform ''H''
∂Ω on L
2(∂Ω), take ∂Ω to be parametrized by arclength and thus a function ''z''(''t''). The Hilbert transform is defined to be the limit in the
strong operator topology
In functional analysis, a branch of mathematics, the strong operator topology, often abbreviated SOT, is the locally convex topology on the set of bounded operators on a Hilbert space ''H'' induced by the seminorms of the form T\mapsto\, Tx\, , as ...
of the truncated operators ''H''
∂Ωε defined by
:
To make the comparison it will be convenient to apply a scaling transformation in C so that the length of ∂Ω
is 2π. (This only changes the operators above by a fixed positive factor.) There is then a canonical unitary isomorphism of L
2(∂Ω) onto L
2(T), so the two spaces can be identified. The truncated operators ''H''
∂Ωε can be compared directly with the truncated Hilbert transform
''H''
ε:
:
where
:
The kernel ''K'' is thus smooth on T × T, so the difference above tends in the strong topology to the Hilbert–Schmidt operator defined by the kernel. It follows that the truncated operators ''H''
∂Ωε are uniformly bounded in norm and have a limit in the strong operator topology denoted ''H''
∂Ω and called the Hilbert transform on ∂Ω.
:
Letting ε tend to 0 above yields
:
Since ''H'' is skew-adjoint and ''H''
∂Ω differs from ''H'' by a Hilbert–Schmidt operator with smooth kernel, it follows that ''H''
∂Ω + ''H''
∂Ω* is a Hilbert-Schmidt operator with smooth kernel. The kernel can also be computed explicitly using the truncated Hilbert transforms for ∂Ω:
:
and it can be verified directly that this is a smooth function on T × T.
Plemelj–Sokhotski relation
Let ''C''
− and ''C''
+ be the Cauchy integral operators for Ω and Ω
''c''. Then
:
Since the operators ''C''
−, ''C''
+ and ''H'' are bounded, it suffices to check this on rational functions ''F'' with poles off ∂Ω and vanishing at ∞ by the Hartogs–Rosenthal theorem. The rational function can be written as a sum of functions ''F'' = ''F''
− + ''F''
+ where ''F''
− has poles only in Ω
''c'' and ''F''
+ has poles only in Let ''f'', ''f''
± be the restrictions of ''f'', ''f''
± to ∂Ω. By
Cauchy's integral formula
In mathematics, Cauchy's integral formula, named after Augustin-Louis Cauchy, is a central statement in complex analysis. It expresses the fact that a holomorphic function defined on a disk is completely determined by its values on the boundary o ...
:
On the other hand, it is straightforward to check that
:
Indeed, by Cauchy's theorem, since ''F''
− is holomorphic in Ω,
:
As ε tends to 0, the latter integral tends to π''i'' ''f''
−(''w'') by the
residue calculus
In the mathematical field of complex analysis, contour integration is a method of evaluating certain integrals along paths in the complex plane.
Contour integration is closely related to the calculus of residues, a method of complex analysis.
...
. A similar argument applies to ''f''
+, taking the circular contour on the right inside Ω
''c''.
By continuity it follows that ''H'' acts as multiplication by ''i'' on H
2− and as multiplication by −''i'' on H
2+. Since these spaces are closed and their sum dense, it follows that
:
Moreover, H
2− and H
2+ must be the ±''i'' eigenspaces of ''H'', so their sum is the whole of L
2(∂Ω). The Plemelj–Sokhotski relation for ''f'' in L
2(∂Ω) is the relation
:
It has been verified for ''f'' in the Hardy spaces H
2±(∂Ω), so is true also for their sum. The Cauchy idempotent ''E'' is defined by
:
The range of ''E'' is thus H
2−(∂Ω) and that of ''I'' − ''E'' is H
2+(∂Ω). From the above
:
Operators on a closed curve
Two other operators defined on a closed curve ∂Ω can be expressed in terms of the Hilbert and Cauchy transforms ''H'' and ''E''.
The Szegő projection ''P'' is defined to be the orthogonal projection onto Hardy space H
2(∂Ω). Since ''E'' is an idempotent with range H
2(∂Ω), ''P'' is given by the Kerzman–Stein formula:
:
Indeed, since ''E'' − ''E''* is skew-adjoint its spectrum is purely imaginary, so the operator ''I'' + ''E'' − ''E''* is invertible. It is immediate that
:
Hence ''PE''* = ''P''. So
:
Since the operator ''H'' + ''H''* is a
Hilbert–Schmidt operator
In mathematics, a Hilbert–Schmidt operator, named after David Hilbert and Erhard Schmidt, is a bounded operator A \colon H \to H that acts on a Hilbert space H and has finite Hilbert–Schmidt norm
\, A\, ^2_ \ \stackrel\ \sum_ \, Ae_i\, ^2_ ...
wirh smooth kernel, the same is true for ''E'' − ''E''*.
Moreover, if ''J'' is the conjugate-linear operator of complex conjugation and ''U'' the operator of multiplication by the unit tangent vector:
:
then the formula for the truncated Hilbert transform on ∂Ω immediately yields the following identity for adjoints
:
Letting ε tend to 0, it follows that
:
and hence
:
The comparison with the Hilbert transform for the circle shows that commutators of ''H'' and ''E'' with diffeomorphisms of the circle are Hilbert–Schmidt operators. Similar their commutators with the multiplication operator corresponding to a smooth function ''f'' on the circle is also Hilbert–Schmidt operators. Up to a constant the kernel of the commutator with ''H'' is given by the smooth function
:
The Neumann–Poincaré operator ''T'' is defined on real functions ''f'' as
:
Writing ''h'' = ''f'' + ''ig'',
:
so that
:
a Hilbert–Schmidt operator.
Classical definition of Hardy space
The classical definition of Hardy space is as the space of holomorphic functions ''F'' on Ω for which the functions ''F''
''s'' = ''F'',
∂Ω''s'' have bounded norm in L
2(∂Ω). An argument based on the
Carathéodory kernel theorem In mathematics, the Carathéodory kernel theorem is a result in complex analysis and geometric function theory established by the Greek mathematician Constantin Carathéodory in 1912. The uniform convergence on compact sets of a sequence of holomorp ...
shows that this condition is satisfied whenever there is a family of Jordan curves in Ω, eventually containing any compact subset in their interior, on which the integral means of ''F'' are bounded.
To prove that the classical definition of Hardy space gives the space H
2(∂Ω), take ''F'' as above. Some subsequence ''h''
''n'' = ''F''
''s''''n'' converges weakly in L
2(∂Ω) to ''h'' say. It follows that ''Ch'' = ''F'' in Ω. In fact, if ''C''
n is the Cauchy integral operator corresponding to Ω
''s''''n'', then
:
Since the first term on the right hand side is defined by pairing ''h'' − ''h''
''n'' with a fixed L
2 function, it tends to zero. If ''z''
''n''(''t'') is the complex number corresponding to v
''s''''n'', then
:
This integral tends to zero because the L
2 norms of ''h''
''n'' are uniformly bounded while the bracketed expression in the integrand tends to 0 uniformly and hence in L
2.
Thus ''F'' = ''Ch''. On the other hand, if ''E'' is the Cauchy idempotent with range H
2(∂Ω), then ''C'' ∘ ''E'' = ''C''. Hence ''F'' =''Ch'' = ''C'' (''Eh''). As already shown ''F''
''s'' tends to ''Ch'' in L
2(∂Ω). But a subsequence tends weakly to ''h''. Hence ''Ch'' = ''h'' and therefore the two definitions are equivalent.
Generalizations
The theory for multiply connected bounded domains with smooth boundary follows easily from the simply connected case.
[See:
*
*
] There are analogues of the operators ''H'', ''E'' and ''P''. On a given component of the boundary, the singular contributions to ''H'' and ''E'' come from the singular integral on that boundary component, so the technical parts of the theory are direct consequences of the simply connected case.
Singular integral operators on spaces of
Hölder continuous Hölder:
* ''Hölder, Hoelder'' as surname
* Hölder condition
* Hölder's inequality
* Hölder mean
* Jordan–Hölder theorem In abstract algebra, a composition series provides a way to break up an algebraic structure, such as a group or a modul ...
functions are discussed in . Their action on L
''p'' and Sobolev spaces is discussed in .
Notes
References
*
*
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*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
* {{citation, first=Alberto, last= Torchinsky, year=2004, title=Real-Variable Methods in Harmonic Analysis, publisher=Dover, isbn= 0-486-43508-3
Operator theory
Harmonic analysis
Complex analysis