In
mathematics, a
real-valued
function defined on a
connected open set is said to have a conjugate (function)
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 ...
of the
complex variable
That is,
is conjugate to
if
is holomorphic on
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
. Moreover, the conjugate of
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,
is conjugate to
if and only if
is conjugate to
.
Description
Equivalently,
is conjugate to
in
if and only if
and
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
As an immediate consequence of the latter equivalent definition, if
is any harmonic function on
the function
is conjugate to
for then the Cauchy–Riemann equations are just
and the
symmetry of the mixed second order derivatives,
Therefore, a harmonic function
admits a conjugated harmonic function if and only if the holomorphic function
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 ...
in
in which case a conjugate of
is, of course,
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
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
Since
and
it satisfies
(
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
such that the Cauchy–Riemann equations are satisfied:
and
Simplifying,
and
which when solved gives
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