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In mathematics, a real-valued function 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 for ...
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 de ...
f(z) of the complex 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'', ...
real-valued functions on \Omega. Moreover, the conjugate of u, if it exists, is unique
up to Two 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'' with respect to ''R'' a ...
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 differen ...
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 Primitive may refer to: Mathematics * Primitive element (field theory) * Primitive element (finite field) * Primitive cell (crystallography) * Primitive notion, axiomatic systems * Primitive polynomial (disambiguation), one of two concepts * Pr ...
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 spa ...
, and in any case it admits a conjugate locally at any point of its domain. There is an
operator Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another ...
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 func ...
; 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 operators. Conjugate harmonic functions (and the transform between them) are also one of the simplest examples of a Bäcklund transform (two PDEs 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 mediu ...
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 i ...
s. Geometrically ''u'' and ''v'' are related as having '' orthogonal trajectories'', away from the zeros of the underlying holomorphic function; the contours on which ''u'' and ''v'' are constant cross at right angles. In this regard, ''u'' + ''iv'' would be the complex potential, where ''u'' is the potential function and ''v'' is the
stream function The stream function is defined for incompressible ( divergence-free) flows in two dimensions – as well as in three dimensions with axisymmetry. The flow velocity components can be expressed as the derivatives of the scalar stream function. ...
.


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 t ...
) 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\i ...
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 ...
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. ...
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 h ...
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 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 ...
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, pr ...
. 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 (''ABCD'') equals −1.


References

*


External links


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