Harmonic Conjugate
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, a
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-valued
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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 de ...
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 In physics, acoustics, and telecommunications, a harmonic is a sinusoidal wave with a frequency that is a positive integer multiple of the ''fundamental frequency'' of a periodic signal. The fundamental frequency is also called the ''1st har ...
real-valued functions on \Omega. Moreover, the conjugate of u, if it exists, is unique
up to Two Mathematical object, mathematical objects and are called "equal up to an equivalence relation " * if and are related by , that is, * if holds, that is, * if the equivalence classes of and with respect to are equal. This figure of speech ...
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-Louis Cauchy, Augustin Cauchy and Bernhard Riemann, consist of a system of differential equations, system of two partial differential equatio ...
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_y is conjugate to u_x 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 A domain is a geographic area controlled by a single person or organization. Domain may also refer to: Law and human geography * Demesne, in English common law and other Medieval European contexts, lands directly managed by their holder rather ...
is
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, 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 sp ...
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 signal processing, the Hilbert transform is a specific singular integral that takes a function, of a real variable and produces another function of a real variable . The Hilbert transform is given by the Cauchy principal value ...
; 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 ( ...
, 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 involves a multivariable function and one or more of its partial derivatives. The function is often thought of as an "unknown" that solves the equation, similar to how ...
and a transform relating their solutions), in this case linear; more complex transforms are of interest in
soliton In mathematics and physics, a soliton is a nonlinear, self-reinforcing, localized wave packet that is , in that it preserves its shape while propagating freely, at constant velocity, and recovers it even after collisions with other such local ...
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 comm ...
'', 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 irrotational flow refers to a description of a fluid flow with no vorticity in it. Such a description typically arises in the limit of vanishing viscosity, i.e., for an inviscid fluid and with no vorticity pre ...
, where ''u'' is the
potential function The term potential function may refer to: * A mathematical function, whose values are given by a scalar potential or vector potential * The electric potential, in the context of electrodynamics, is formally described by both a scalar electrostatic ...
and ''v'' is the
stream function In fluid dynamics, two types of stream function (or streamfunction) are defined: * The two-dimensional (or Lagrange) stream function, introduced by Joseph Louis Lagrange in 1781, is defined for incompressible flow, incompressible (divergence-free ...
.


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 field, scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \ ...
) 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 is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
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 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 (geometry), pencil of (planar) curves ''orthogonally''. For example, the orthogonal trajectories of a pencil of ''concentric circles'' are the lines ...
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.


References

*


External links


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