Harmonic Conjugate
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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 ...
, a
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-valued
function Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-oriente ...
u(x,y) defined on a connected open set \Omega \subset \R^2 is said to have a conjugate (function) v(x,y) if and only if they are respectively the
real and imaginary parts In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the form a ...
of a
holomorphic function In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex derivativ ...
f(z) of the
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 ...
variable z:=x+iy\in\Omega. That is, v is conjugate to u if f(z):=u(x,y)+iv(x,y) is holomorphic on \Omega. As a first consequence of the definition, they are both
harmonic A harmonic is a wave with a frequency that is a positive integer multiple of the ''fundamental frequency'', the frequency of the original periodic signal, such as a sinusoidal wave. The original signal is also called the ''1st harmonic'', the ...
real-valued functions on \Omega. Moreover, the conjugate of u, if it exists, is unique
up to Two Mathematical object, mathematical objects ''a'' and ''b'' are called equal up to an equivalence relation ''R'' * if ''a'' and ''b'' are related by ''R'', that is, * if ''aRb'' holds, that is, * if the equivalence classes of ''a'' and ''b'' wi ...
an additive constant. Also, u is conjugate to v if and only if v is conjugate to -u.


Description

Equivalently, v is conjugate to u in \Omega if and only if u and v satisfy the
Cauchy–Riemann equations In the field of complex analysis in mathematics, the Cauchy–Riemann equations, named after Augustin Cauchy and Bernhard Riemann, consist of a system of two partial differential equations which, together with certain continuity and differ ...
in \Omega. As an immediate consequence of the latter equivalent definition, if u is any harmonic function on \Omega\subset\R^2, the function u_x is conjugate to -u_y, for then the Cauchy–Riemann equations are just \Delta u = 0 and the symmetry of the mixed second order derivatives, u_=u_. Therefore, a harmonic function u admits a conjugated harmonic function if and only if the holomorphic function g(z) := u_x(x,y) - i u_y(x,y) has a primitive f(z) in \Omega, in which case a conjugate of u is, of course, \operatorname f(x+iy). So any harmonic function always admits a conjugate function whenever its
domain Domain may refer to: Mathematics *Domain of a function, the set of input values for which the (total) function is defined **Domain of definition of a partial function **Natural domain of a partial function **Domain of holomorphy of a function * Do ...
is
simply connected In topology, a topological space is called simply connected (or 1-connected, or 1-simply connected) if it is path-connected and every path between two points can be continuously transformed (intuitively for embedded spaces, staying within the spac ...
, and in any case it admits a conjugate locally at any point of its domain. There is an operator taking a harmonic function ''u'' on a simply connected region in \R^2 to its harmonic conjugate ''v'' (putting e.g. ''v''(''x''0) = 0 on a given ''x''0 in order to fix the indeterminacy of the conjugate up to constants). This is well known in applications as (essentially) 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 ...
; it is also a basic example in
mathematical analysis Analysis is the branch of mathematics dealing with continuous functions, limit (mathematics), limits, and related theories, such as Derivative, differentiation, Integral, integration, measure (mathematics), measure, infinite sequences, series (m ...
, in connection with
singular integral operator 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, wh ...
s. Conjugate harmonic functions (and the transform between them) are also one of the simplest examples of a
Bäcklund transform In mathematics, Bäcklund transforms or Bäcklund transformations (named after the Swedish mathematician Albert Victor Bäcklund) relate partial differential equations and their solutions. They are an important tool in soliton theory and integrable ...
(two
PDEs In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a multivariable function. The function is often thought of as an "unknown" to be solved for, similarly to ...
and a transform relating their solutions), in this case linear; more complex transforms are of interest in
soliton In mathematics and physics, a soliton or solitary wave is a self-reinforcing wave packet that maintains its shape while it propagates at a constant velocity. Solitons are caused by a cancellation of nonlinear and dispersive effects in the medium ...
s and
integrable system In mathematics, integrability is a property of certain dynamical systems. While there are several distinct formal definitions, informally speaking, an integrable system is a dynamical system with sufficiently many conserved quantities, or first ...
s. Geometrically ''u'' and ''v'' are related as having ''
orthogonal trajectories In mathematics an orthogonal trajectory is a curve, which intersects any curve of a given pencil of (planar) curves ''orthogonally''. For example, the orthogonal trajectories of a pencil of ''concentric circles'' are the lines through their commo ...
'', away from the zeros of the underlying holomorphic function; the contours on which ''u'' and ''v'' are constant cross at
right angle In geometry and trigonometry, a right angle is an angle of exactly 90 Degree (angle), degrees or radians corresponding to a quarter turn (geometry), turn. If a Line (mathematics)#Ray, ray is placed so that its endpoint is on a line and the ad ...
s. In this regard, ''u'' + ''iv'' would be the
complex potential In fluid dynamics, potential flow (or ideal flow) describes the velocity field as the gradient of a scalar function: the velocity potential. As a result, a potential flow is characterized by an irrotational velocity field, which is a valid app ...
, where ''u'' is the potential function and ''v'' is the
stream function The stream function is defined for incompressible flow, incompressible (divergence-free) fluid flow, flows in two dimensions – as well as in three dimensions with axisymmetry. The flow velocity components can be expressed as the derivatives of t ...
.


Examples

For example, consider the function u(x,y) = e^x \sin y. Since = e^x \sin y, \quad = e^x \sin y and = e^x \cos y, \quad = - e^x \sin y, it satisfies \Delta u = \nabla^2 u = 0 (\Delta is 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 the ...
) and is thus harmonic. Now suppose we have a v(x,y) such that the Cauchy–Riemann equations are satisfied: = = e^x \sin y and = - = e^x \cos y. Simplifying, = e^x \sin y and = -e^x \cos y which when solved gives v = -e^x \cos y + C. Observe that if the functions related to and were interchanged, the functions would not be harmonic conjugates, since the minus sign in the Cauchy–Riemann equations makes the relationship asymmetric. The
conformal mapping In mathematics, a conformal map is a function that locally preserves angles, but not necessarily lengths. More formally, let U and V be open subsets of \mathbb^n. A function f:U\to V is called conformal (or angle-preserving) at a point u_0\in ...
property of
analytic function In mathematics, an analytic function is a function that is locally given by a convergent power series. There exist both real analytic functions and complex analytic functions. Functions of each type are infinitely differentiable, but complex an ...
s (at points where the
derivative In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. F ...
is not zero) gives rise to a geometric property of harmonic conjugates. Clearly the harmonic conjugate of ''x'' is ''y'', and the lines of constant ''x'' and constant ''y'' are orthogonal. Conformality says that
contours Contour may refer to: * Contour (linguistics), a phonetic sound * Pitch contour * Contour (camera system), a 3D digital camera system * Contour, the KDE Plasma 4 interface for tablet devices * Contour line, a curve along which the function has a ...
of constant and will also be orthogonal where they cross (away from the zeros of ). That means that ''v'' is a specific solution of the orthogonal trajectory problem for the family of contours given by ''u'' (not the only solution, naturally, since we can take also functions of ''v''): the question, going back to the mathematics of the seventeenth century, of finding the curves that cross a given family of non-intersecting curves at right angles.


Harmonic conjugate in geometry

There is an additional occurrence of the term harmonic conjugate in mathematics, and more specifically in
projective geometry In mathematics, projective geometry is the study of geometric properties that are invariant with respect to projective transformations. This means that, compared to elementary Euclidean geometry, projective geometry has a different setting, pro ...
. Two points ''A'' and ''B'' are said to be harmonic conjugates of each other with respect to another pair of points ''C, D'' if the
cross ratio In geometry, the cross-ratio, also called the double ratio and anharmonic ratio, is a number associated with a list of four collinear points, particularly points on a projective line. Given four points ''A'', ''B'', ''C'' and ''D'' on a line, the ...
(''ABCD'') equals −1.


References

*


External links


Harmonic Ratio
* {{springer, title=Conjugate harmonic functions, id=p/c025040 Harmonic functions Partial differential equations