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In
mathematical analysis Analysis is the branch of mathematics dealing with continuous functions, limits, and related theories, such as differentiation, integration, measure, infinite sequences, series, and analytic functions. These theories are usually studied ...
, more precisely in
microlocal analysis In mathematical analysis, microlocal analysis comprises techniques developed from the 1950s onwards based on Fourier transforms related to the study of variable-coefficients-linear and nonlinear partial differential equations. This includes genera ...
, the wave front (set) WF(''f'') characterizes the singularities of a
generalized function In mathematics, generalized functions are objects extending the notion of functions. There is more than one recognized theory, for example the theory of distributions. Generalized functions are especially useful in making discontinuous functions ...
''f'', not only in
space Space is the boundless three-dimensional extent in which objects and events have relative position and direction. In classical physics, physical space is often conceived in three linear dimensions, although modern physicists usually consider ...
, but also with respect to its
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, ...
at each point. The term "wave front" was coined by
Lars Hörmander Lars Valter Hörmander (24 January 1931 – 25 November 2012) was a Swedish mathematician who has been called "the foremost contributor to the modern theory of linear partial differential equations". Hörmander was awarded the Fields Medal ...
around 1970.


Introduction

In more familiar terms, WF(''f'') tells not only ''where'' the function ''f'' is singular (which is already described by its
singular 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 ...
), but also ''how'' or ''why'' it is singular, by being more exact about the direction in which the singularity occurs. This concept is mostly useful in dimension at least two, since in one dimension there are only two possible directions. The complementary notion of a function being non-singular in a direction is ''microlocal smoothness''. Intuitively, as an example, consider a function ƒ whose singular support is concentrated on a smooth curve in the plane at which the function has a jump discontinuity. In the direction tangent to the curve, the function remains smooth. By contrast, in the direction normal to the curve, the function has a singularity. To decide on whether the function is smooth in another direction ''v'', one can try to smooth the function out by averaging in directions perpendicular to ''v''. If the resulting function is smooth, then we regard ƒ to be smooth in the direction of ''v''. Otherwise, ''v'' is in the wavefront set. Formally, in
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are Euclidean s ...
, the wave front set of ƒ is defined as the
complement A complement is something that completes something else. Complement may refer specifically to: The arts * Complement (music), an interval that, when added to another, spans an octave ** Aggregate complementation, the separation of pitch-class ...
of the set of all pairs (''x''0,''v'') such that there exists a test function \phi\in C_c^\infty with \phi(''x''0) ≠ 0 and an open cone Γ containing ''v'' such that the estimate :, (\phi f)^\wedge(\xi), \le C_N(1+, \xi, )^\quad\mbox\ \xi\in\Gamma holds for all positive integers ''N''. Here (\phi f)^\wedge denotes the Fourier transform. Observe that the wavefront set is
conical A cone is a three-dimensional geometric shape that tapers smoothly from a flat base (frequently, though not necessarily, circular) to a point called the apex or vertex. A cone is formed by a set of line segments, half-lines, or lines con ...
in the sense that if (''x'',''v'') ∈ Wf(ƒ), then (''x'',λ''v'') ∈ Wf(ƒ) for all λ > 0. In the example discussed in the previous paragraph, the wavefront set is the set-theoretic complement of the image of the tangent bundle of the curve inside the tangent bundle of the plane. Because the definition involves cutoff by a compactly supported function, the notion of a wave front set can be transported to any
differentiable manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One m ...
''X''. In this more general situation, the wave front set is a closed conical subset of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
''T''*(''X''), since the ξ variable naturally localizes to a
covector In mathematics, a linear form (also known as a linear functional, a one-form, or a covector) is a linear map from a vector space to its field of scalars (often, the real numbers or the complex numbers). If is a vector space over a field , the s ...
rather than a vector. The wave front set is defined such that its projection on ''X'' is equal to the
singular 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 ...
of the function.


Definition

In Euclidean space, the wave front set of 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 ...
ƒ is defined as :(f) = \ where \Sigma_x(f) is the singular fibre of ƒ at ''x''. The singular fibre is defined to be the
complement A complement is something that completes something else. Complement may refer specifically to: The arts * Complement (music), an interval that, when added to another, spans an octave ** Aggregate complementation, the separation of pitch-class ...
of all directions \xi such that the Fourier transform of ''f'', localized at ''x'', is sufficiently regular when restricted to an open cone containing \xi. More precisely, a direction ''v'' is in the complement of \Sigma_x(f) if there is a compactly supported smooth function φ with φ(''x'') ≠ 0 and an open cone Γ containing ''v'' such that the following estimate holds for each positive integer ''N'': :(\phi f)^\wedge(\xi) < c_N(1+, \xi, )^\quad\ \xi\in\Gamma. Once such an estimate holds for a particular cutoff function φ at ''x'', it also holds for all cutoff functions with smaller support, possibly for a different open cone containing ''v''. On a
differentiable manifold In mathematics, a differentiable manifold (also differential manifold) is a type of manifold that is locally similar enough to a vector space to allow one to apply calculus. Any manifold can be described by a collection of charts (atlas). One m ...
''M'', using local coordinates x,\xi on the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
, the wave front set WF(''f'') of a distribution ƒ can be defined in the following general way: : (f) = \ where the singular fibre \Sigma_x(f) is again the complement of all directions \xi such that the Fourier transform of ''f'', localized at ''x'', is sufficiently regular when restricted to a conical neighbourhood of \xi. The problem of regularity is local, and so it can be checked in the local coordinate system, using the Fourier transform on the ''x'' variables. The required regularity estimate transforms well under
diffeomorphism In mathematics, a diffeomorphism is an isomorphism of smooth manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are differentiable. Definition Given two ...
, and so the notion of regularity is independent of the choice of local coordinates.


Generalizations

The notion of a wave front set can be adapted to accommodate other notions of regularity of a function. Localized can here be expressed by saying that ''f'' is truncated by some smooth
cutoff function In mathematics, mollifiers (also known as ''approximations to the identity'') are smooth functions with special properties, used for example in distribution theory to create sequences of smooth functions approximating nonsmooth (generalized) fu ...
not vanishing at ''x''. (The localization process could be done in a more elegant fashion, using
germ Germ or germs may refer to: Science * Germ (microorganism), an informal word for a pathogen * Germ cell, cell that gives rise to the gametes of an organism that reproduces sexually * Germ layer, a primary layer of cells that forms during embryo ...
s.) More concretely, this can be expressed as : \xi\notin\Sigma_x(f) \iff \xi=0 \text\exists\phi\in\mathcal D_x,\ \exists V\in\mathcal V_\xi: \widehat, _V\in O(V) where *\mathcal D_x are
compactly supported 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 ...
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives it has over some domain, called ''differentiability class''. At the very minimum, a function could be considered smooth if ...
s not vanishing at ''x'', *\mathcal V_\xi are ''conical neighbourhoods'' of \xi, i.e.
neighbourhood A neighbourhood (British English, Irish English, Australian English and Canadian English) or neighborhood (American English; see spelling differences) is a geographically localised community within a larger city, town, suburb or rural area ...
s ''V'' such that c\cdot V\subset V for all c > 0, *\widehat u, _V denotes 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, ...
of the (compactly supported generalized) function ''u'', restricted to ''V'', *O: \Omega\to O(\Omega) is a fixed
presheaf In mathematics, a sheaf is a tool for systematically tracking data (such as sets, abelian groups, rings) attached to the open sets of a topological space and defined locally with regard to them. For example, for each open set, the data could ...
of functions (or distributions) whose choice enforces the desired regularity of the Fourier transform. Typically, sections of ''O'' are required to satisfy some growth (or decrease) condition at infinity, e.g. such that (1+, \xi, )^s v(\xi) belong to some Lp space. This definition makes sense, because the Fourier transform becomes more regular (in terms of growth at infinity) when ''f'' is truncated with the smooth cutoff \phi. The most difficult "problem", from a theoretical point of view, is finding the adequate sheaf ''O'' characterizing functions belonging to a given subsheaf ''E'' of the space ''G'' of generalized functions.


Example

If we take ''G'' = ''D''′ the space of
Schwartz distribution Distributions, also known as Schwartz distributions or generalized functions, are objects that generalize the classical notion of functions in mathematical analysis. Distributions make it possible to differentiate functions whose derivatives d ...
s and want to characterize distributions which are locally C^\infty functions, we must take for ''O''(Ω) the classical function spaces called ''O''′''M''(Ω) in the literature. Then the projection on the first component of a distribution's wave front set is nothing else than its classical
singular 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 ...
, i.e. the complement of the set on which its restriction would be a
smooth function In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives it has over some domain, called ''differentiability class''. At the very minimum, a function could be considered smooth if ...
.


Applications

The wave front set is useful, among others, when studying
propagation Propagation can refer to: *Chain propagation in a chemical reaction mechanism *Crack propagation, the growth of a crack during the fracture of materials *Propaganda, non-objective information used to further an agenda *Reproduction, and other forms ...
of singularities by
pseudodifferential operator In mathematical analysis a pseudo-differential operator is an extension of the concept of differential operator. Pseudo-differential operators are used extensively in the theory of partial differential equations and quantum field theory, e.g. in m ...
s.


See also

*
FBI transform The Federal Bureau of Investigation (FBI) is the domestic intelligence and security service of the United States and its principal federal law enforcement agency. Operating under the jurisdiction of the United States Department of Justice, t ...
*
Singular spectrum Singular may refer to: * Singular, the grammatical number that denotes a unit quantity, as opposed to the plural and other forms * Singular homology * SINGULAR, an open source Computer Algebra System (CAS) * Singular or sounder, a group of boar, ...
* Essential support


References

*
Lars Hörmander Lars Valter Hörmander (24 January 1931 – 25 November 2012) was a Swedish mathematician who has been called "the foremost contributor to the modern theory of linear partial differential equations". Hörmander was awarded the Fields Medal ...
, ''Fourier integral operators I'', Acta Math. 127 (1971), pp. 79–183. *{{citation, last=Hörmander, first=Lars, authorlink=Lars Hörmander, pages=251–279, title=The Analysis of Linear Partial Differential Equations I: Distribution Theory and Fourier Analysis, edition=2nd, publisher=Springer, series=Grundlehren der mathematischen Wissenschaften, volume= 256, year= 1990, isbn=0-387-52345-6 Chapter VIII, Spectral Analysis of Singularities Mathematical analysis Generalized functions