Singular Integral Operators On Closed Curves
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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
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, in particular
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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
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. 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 L2 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 L2(T), then it has a Fourier series expansion :\displaystyle
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 . ...
H2(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 :\displaystyle in the sense that the functions :\displaystyle, defined by the restriction of ''F'' to the concentric circles , ''z'', = ''r'', satisfy :\displaystyle The orthogonal projection ''P'' of L2(T) onto H2(T) is called the Szegő projection. It is a bounded operator on L2(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 :\displaystyle Thus :\displaystyle When ''r'' equals 1, the integrand on the right hand side has a singularity at θ = 0. The truncated Hilbert transform is defined by :\displaystyle where δ = , 1 – ''e''''i''ε, . Since it is defined as convolution with a bounded function, it is a bounded operator on L2(T). Now :\displaystyle If ''f'' is a polynomial in ''z'' then :\displaystyle By Cauchy's theorem the right hand side tends to 0 uniformly as ε, and hence δ, tends to 0. So :\displaystyle uniformly for polynomials. On the other hand, if ''u''(''z'') = ''z'' it is immediate that :\displaystyle Thus if ''f'' is a polynomial in ''z''−1 without constant term : \displaystyle uniformly. Define the Hilbert transform on the circle by :\displaystyle Thus if ''f'' is a trigonometric polynomial :\displaystyle uniformly. It follows that if ''f'' is any L2 function :\displaystyle in the L2 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 :\displaystyle The Hilbert transform has a natural compatibility with orientation-preserving diffeomorphisms of the circle. Thus if ''H'' is a diffeomorphism of the circle with :\displaystyle then the operators :\displaystyle 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 H2(∂Ω) can be defined in a number of equivalent ways. The simplest way to define it is as the closure in L2(∂Ω) of the space of holomorphic functions on Ω which extend continuously to smooth functions on the closure of Ω. As
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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, H2(∂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 L2 function ''f'' with Fourier series expansion :\displaystyle has a unique extension to a harmonic function in the unit disk given by the Poisson integral :\displaystyle In particular :\displaystyle 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 :\displaystyle 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 L2 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: :\displaystyle Thus the unit tangent vector t(''t'') at ''t'' and oriented normal vector n(''t'') are given by :\displaystyle The constant relating the acceleration vector to the normal vector is the
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of the curve: :\displaystyle There are two further formulas of Frenet: :\displaystyle A tubular neighbourhood of the boundary is given by :\displaystyle so that the level curves ∂Ω''s'' with ''s'' constant bound domains Ω''s''. Moreover :\displaystyle Hence differentiating the integral means with respect to ''s'', the derivative in the direction of the ''inward'' pointing normal, gives :\displaystyle 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 :\displaystyle for some constant ''M'' independent of ''f''. This implies that :\displaystyle so that, on integrating this inequality, the norms are bounded near the boundary: :\displaystyle This inequality shows that a function in the L2 Hardy space H2(Ω) leads, via the Cauchy integral operator ''C'', to a holomorphic function on Ω satisfying the classical condition that the integral means :\displaystyle are bounded. Furthermore, the restrictions ''f''s of ''f'' to ∂Ω''s'', which can be naturally identified with ∂Ω, tend in L2 to the original function in Hardy space. In fact H2(Ω) has been defined as the closure in L2(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 :\displaystyle 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 L2, using the natural identification of the spaces L2(∂Ω''s'') with L2(∂Ω). Since ''Ch'' can be defined for any L2 function as a holomorphic function on Ω since ''h'' is integrable on ∂Ω. Since ''h'' is a limit in L2 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 L2(∂Ω) of the functions ''Ch'', ∂Ω''s''. The estimates above for the integral means near the boundary show that ''Cf'' lies in L2(Ω) and that its L2 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 ...
A2(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 H2(Ω) has a natural partner, namely the closure in L2(∂Ω) of boundary values of rational functions ''vanishing at'' ∞ with poles only in Ω. Denoting this subspace by H2+(∂Ω) to distinguish it from the original Hardy space, which will also denoted by H2(∂Ω), the same reasoning as above can be applied. When applied to a function ''h'' in H2+(∂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 L2 to ''h''. Unlike the case of the circle, H2(∂Ω) and H2+(∂Ω) are not orthogonal spaces. By the Hartogs−Rosenthal theorem, their sum is dense in L2(∂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 L2(∂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 L2(∂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 :\displaystyle 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 L2(∂Ω) onto L2(T), so the two spaces can be identified. The truncated operators ''H''∂Ωε can be compared directly with the truncated Hilbert transform ''H''ε: :\displaystyle where :\displaystyle 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. :\displaystyle Letting ε tend to 0 above yields :\displaystyle 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: :\displaystyle 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 :\displaystyle 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 ...
:\displaystyle On the other hand, it is straightforward to check that :\displaystyle Indeed, by Cauchy's theorem, since ''F'' is holomorphic in Ω, :\displaystyle 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 H2 and as multiplication by −''i'' on H2+. Since these spaces are closed and their sum dense, it follows that :\displaystyle Moreover, H2 and H2+ must be the ±''i'' eigenspaces of ''H'', so their sum is the whole of L2(∂Ω). The Plemelj–Sokhotski relation for ''f'' in L2(∂Ω) is the relation : \displaystyle It has been verified for ''f'' in the Hardy spaces H2±(∂Ω), so is true also for their sum. The Cauchy idempotent ''E'' is defined by :\displaystyle The range of ''E'' is thus H2(∂Ω) and that of ''I'' − ''E'' is H2+(∂Ω). From the above :\displaystyle


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 H2(∂Ω). Since ''E'' is an idempotent with range H2(∂Ω), ''P'' is given by the Kerzman–Stein formula: :\displaystyle Indeed, since ''E'' − ''E''* is skew-adjoint its spectrum is purely imaginary, so the operator ''I'' + ''E'' − ''E''* is invertible. It is immediate that :\displaystyle Hence ''PE''* = ''P''. So :\displaystyle 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: :\displaystyle then the formula for the truncated Hilbert transform on ∂Ω immediately yields the following identity for adjoints :\displaystyle Letting ε tend to 0, it follows that :\displaystyle and hence :\displaystyle 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 :\displaystyle The Neumann–Poincaré operator ''T'' is defined on real functions ''f'' as :\displaystyle Writing ''h'' = ''f'' + ''ig'', :\displaystyle so that :\displaystyle 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 L2(∂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 H2(∂Ω), take ''F'' as above. Some subsequence ''h''''n'' = ''F''''s''''n'' converges weakly in L2(∂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 :\displaystyle Since the first term on the right hand side is defined by pairing ''h'' − ''h''''n'' with a fixed L2 function, it tends to zero. If ''z''''n''(''t'') is the complex number corresponding to v''s''''n'', then :\displaystyle This integral tends to zero because the L2 norms of ''h''''n'' are uniformly bounded while the bracketed expression in the integrand tends to 0 uniformly and hence in L2. Thus ''F'' = ''Ch''. On the other hand, if ''E'' is the Cauchy idempotent with range H2(∂Ω), then ''C'' ∘ ''E'' = ''C''. Hence ''F'' =''Ch'' = ''C'' (''Eh''). As already shown ''F''''s'' tends to ''Ch'' in L2(∂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

* * * * * * * * * * * * * * * * * * * * {{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