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Cauchy-Riemann equations

In mathematics, the Cauchy-Riemann equations are two partial differential equations that characterize differentiability of complex functions.

Cauchy-Riemann equations

In mathematics, the Cauchy-Riemann equations are two partial differential equations that characterize differentiability of complex functions. The equations are

and

where u(x, y) and v(x, y) are real bivariate differentiable functions. Typically, u and v are the real and imaginary parts, respectively, of a complex-valued function \[f(z) = f(x + i y) = u(x, y) + i v(x, y)\] of a complex variable z = x + iy.

If f is complex-differentiable at a complex point z = x + iy, then the partial derivatives of u and v exist and satisfy the Cauchy-Riemann equations at that point. Conversely, if the functions u and v are (real) differentiable at z and satisfy the Cauchy-Riemann equations there, then f is complex-differentiable at z.

In this way, the Cauchy-Riemann equations are closely related to differentiability, which is in turn closely related to analyticity. These close relationships are the starting point of complex analysis.

History

The Cauchy-Riemann equations first appeared in the work of Jean le Rond d'Alembert. Later, Leonhard Euler connected this system to the analytic functions. Augustin-Louis Cauchy then used these equations to construct his theory of functions. Bernhard Riemann's dissertation on the theory of functions appeared in 1851.

Simple example

Suppose that \(z = x + iy\). The complex-valued function \(f(z) = z^2\) is differentiable at any point z in the complex plane. \[f(z) = (x + iy)^2 = x^2 - y^2 + 2ixy\] The real part \(u(x,y)\) and the imaginary part \(v(x, y)\) are \[\begin{aligned} u(x, y) &= x^2 - y^2 \\ v(x, y) &= 2xy \end{aligned}\] and their partial derivatives are \[u_x = 2x;\quad u_y = -2y;\quad v_x = 2y;\quad v_y = 2x\]

We see that indeed the Cauchy-Riemann equations are satisfied, \(u_x = v_y\) and \(u_y = -v_x\).

Interpretation and reformulation

The Cauchy-Riemann equations are one way of looking at the condition for a function to be differentiable in the sense of complex analysis: in other words, they encapsulate the notion of function of a complex variable by means of conventional differential calculus. In the theory there are several other major ways of looking at this notion, and the translation of the condition into other language is often needed.

Conformal mappings

First, the Cauchy-Riemann equations may be written in complex form

In this form, the equations correspond structurally to the condition that the Jacobian matrix is of the form \[\begin{pmatrix} a & -b \\ b & a \end{pmatrix},\] where \(a = \partial u/\partial x = \partial v/\partial y\) and \(b = \partial v/\partial x = -\partial u/\partial y\). A matrix of this form is the matrix representation of a complex number. Geometrically, such a matrix is always the composition of a rotation with a scaling, and in particular preserves angles. The Jacobian of a function f(z) takes infinitesimal line segments at the intersection of two curves in z and rotates them to the corresponding segments in f(z). Consequently, a function satisfying the Cauchy-Riemann equations, with a nonzero derivative, preserves the angle between curves in the plane. That is, the Cauchy-Riemann equations are the conditions for a function to be conformal.

Moreover, because the composition of a conformal transformation with another conformal transformation is also conformal, the composition of a solution of the Cauchy-Riemann equations with a conformal map must itself solve the Cauchy-Riemann equations. Thus the Cauchy-Riemann equations are conformally invariant.

Complex differentiability

Let \[f(z) = u(z) + i \cdot v(z)\] where \(u\) and \(v\) are real-valued functions, be a complex-valued function of a complex variable \(z = x + i y\) where \(x\) and \(y\) are real variables. \(f(z) = f(x + iy) = f(x,y)\) so the function can also be regarded as a function of real variables \(x\) and \(y\). Then, the complex-derivative of \(f\) at a point \(z_0=x_0+iy_0\) is defined by \[f'(z_0) =\lim_{\underset{h\in\Complex}{h\to 0}} \frac{f(z_0+h)-f(z_0)}{h}\] provided this limit exists (that is, the limit exists along every path approaching \(z_{0}\), and does not depend on the chosen path).

A fundamental result of complex analysis is that \(f\) is complex differentiable at \(z_0\) (that is, it has a complex-derivative), if and only if the bivariate real functions \(u(x+iy)\) and \(v(x+iy)\) are differentiable at \((x_0,y_0),\) and satisfy the Cauchy-Riemann equations at this point.

In fact, if the complex derivative exists at \(z_0\), then it may be computed by taking the limit at \(z_0\) along the real axis and the imaginary axis, and the two limits must be equal. Along the real axis, the limit is \[\lim_{\underset{h\in\Reals}{h\to 0}} \frac{f(z_0+h)-f(z_0)}{h} = \left. \frac{\partial f}{\partial x} \right \vert_{z_0}\] and along the imaginary axis, the limit is \[\lim_{\underset{h\in \Reals}{h\to 0}} \frac{f(z_0+ih)-f(z_0)}{ih} = \left. \frac{1}{i}\frac{\partial f}{\partial y} \right \vert _{z_0}.\]

So, the equality of the derivatives implies \[i \left. \frac{\partial f}{\partial x} \right \vert _{z_0} = \left. \frac{\partial f}{\partial y} \right \vert _{z_0}\] which is the complex form of Cauchy-Riemann equations (2) at \(z_0\).

(Note that if \(f\) is complex differentiable at \(z_0\), it is also real differentiable and the Jacobian of \(f\) at \(z_0\) is the complex scalar \(f'(z_0)\), regarded as a real-linear map of \(\mathbb C\), since the limit \(|f(z)-f(z_0)-f'(z_0)(z-z_0)|/|z-z_0|\to 0\) as \(z\to z_0\).)

Conversely, if f is differentiable at \(z_{0}\) (in the real sense) and satisfies the Cauchy-Riemann equations there, then it is complex-differentiable at this point. Assume that f as a function of two real variables x and y is differentiable at z0 (real differentiable). This is equivalent to the existence of the following linear approximation \[\Delta f(z_0) = f(z_0 + \Delta z) - f(z_0) = f_x \,\Delta x + f_y \,\Delta y + \eta(\Delta z)\]where \(f_x = \left. \frac{\partial f}{\partial x}\right \vert _{z_0}\), \(f_y = \left. \frac{\partial f}{\partial y} \right \vert _{z_0}\), z = x + iy, and \(\eta(\Delta z) / |\Delta z| \to 0\) as Δz → 0.

Since \(\Delta z + \Delta \bar{z}= 2 \, \Delta x\) and \(\Delta z - \Delta \bar{z}=2i \, \Delta y\), the above can be re-written as

Condensed: the full section is in Wikipedia.

Independence of the complex conjugate

The above proof suggests another interpretation of the Cauchy-Riemann equations. The complex conjugate of \(z\), denoted \(\bar{z}\), is defined by \[\overline{x + iy} := x - iy\] for real variables \(x\) and \(y\). Defining the two Wirtinger derivatives as\[\frac{\partial}{\partial z} = \frac{1}{2} \left( \frac{\partial}{\partial x} - i \frac{\partial}{\partial y} \right), \;\;\; \frac{\partial}{\partial\bar{z}} = \frac{1}{2} \left( \frac{\partial}{\partial x} + i \frac{\partial}{\partial y} \right),\] the Cauchy-Riemann equations can then be written as a single equation \[\frac{\partial f}{\partial\bar{z}} = 0,\] and the complex derivative of \(f\) in that case is \(\frac{df}{dz}=\frac{\partial f}{\partial z}.\) In this form, the Cauchy-Riemann equations can be interpreted as the statement that a complex function \(f\) of a complex variable \(z\) is independent of the variable \(\bar{z}\). As such, we can view analytic functions as true functions of one complex variable (\(z\)) instead of complex functions of two real variables (\(x\) and \(y\)).

Physical interpretation

A standard physical interpretation of the Cauchy-Riemann equations going back to Riemann's work on function theory is that u represents a velocity potential of an incompressible steady fluid flow in the plane, and v is its stream function. Suppose that the pair of (twice continuously differentiable) functions u and v satisfies the Cauchy-Riemann equations. We will take u to be a velocity potential, meaning that we imagine a flow of fluid in the plane such that the velocity vector of the fluid at each point of the plane is equal to the gradient of u, defined by \[\nabla u = \frac{\partial u}{\partial x}\mathbf i + \frac{\partial u}{\partial y}\mathbf j.\]

By differentiating the Cauchy-Riemann equations for the functions u and v, with the symmetry of second derivatives, one shows that u solves Laplace's equation: \[\frac{\partial^2u}{\partial x^2} + \frac{\partial^2u}{\partial y^2} = 0.\] That is, u is a harmonic function. This means that the divergence of the gradient is zero, and so the fluid is incompressible.

The function v also satisfies the Laplace equation, by a similar analysis.

In vector form, the Cauchy-Riemann equations read \(\nabla v = R \nabla u\) where R is the rotation through 90 degrees counterclockwise:

\(R = R(90^\circ) = \begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}.\)

Thus the Cauchy-Riemann equations imply that \(\nabla u\) and \(\nabla v\) have the same magnitude, and their dot product is zero: \[\nabla u\cdot\nabla v = 0.\] Geometrically, the direction of the maximum slope of u and that of v are orthogonal to each other. This implies that the gradient of u must point along the \(v = \text{const}\) curves; so these are the streamlines of the flow. The \(u = \text{const}\) curves are the equipotential curves of the flow.

A holomorphic function can therefore be visualized by plotting the two families of level curves \(u=\text{const}\) and \(v=\text{const}\). Near points where the gradient of u (or, equivalently, v) is not zero, these families form an orthogonal family of curves. At the points where \(\nabla u=0\), the stationary points of the flow, the equipotential curves of \(u=\text{const}\) intersect. The streamlines also intersect at the same point, bisecting the angles formed by the equipotential curves.

Harmonic vector field

Another interpretation of the Cauchy-Riemann equations can be found in Pólya & Szegő. Suppose that u and v satisfy the Cauchy-Riemann equations in an open subset of R, and consider the vector field \[\bar{f} = \begin{bmatrix} u\\ -v \end{bmatrix}\] regarded as a (real) two-component vector. Then the second Cauchy-Riemann equation (1b) asserts that \(\bar{f}\) is irrotational (its curl is 0): \[\frac{\partial (-v)}{\partial x} - \frac{\partial u}{\partial y} = 0.\]

The first Cauchy-Riemann equation (1a) asserts that the vector field is solenoidal (or divergence-free): \[\frac{\partial u}{\partial x} + \frac{\partial (-v)}{\partial y}=0.\]

Owing respectively to Green's theorem and the divergence theorem, such a field is necessarily a conservative one on any simply-connected domain, and it is free from sources or sinks, having net flux equal to zero through any open domain without holes. (These two observations combine as real and imaginary parts in Cauchy's integral theorem.) In fluid dynamics, such a vector field is a potential flow. In magnetostatics, such vector fields model static magnetic fields on a region of the plane containing no current. In electrostatics, they model static electric fields in a region of the plane containing no electric charge.

This interpretation can equivalently be restated in the language of differential forms. The pair u and v satisfy the Cauchy-Riemann equations if and only if the one-form \(v\,dx + u\, dy\) is both closed and coclosed (a harmonic differential form).

Preservation of complex structure

Another formulation of the Cauchy-Riemann equations involves the complex structure in the plane, given by \[J = \begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}.\] This is a complex structure in the sense that the square of J is the negative of the 2×2 identity matrix: \(J^2 = -I\). As above, if u(x,y) and v(x,y) are two functions in the plane, put

\[f(x,y) = \begin{bmatrix}u(x,y)\\v(x,y)\end{bmatrix}.\]

The Jacobian matrix of f is the matrix of partial derivatives \[Df(x,y) = \begin{bmatrix} \dfrac{\partial u}{\partial x} & \dfrac{\partial u}{\partial y} \\[5pt] \dfrac{\partial v}{\partial x} & \dfrac{\partial v}{\partial y} \end{bmatrix}\]

Then the pair of functions u, v satisfies the Cauchy-Riemann equations if and only if the 2×2 matrix Df commutes with J.

This interpretation is useful in symplectic geometry, where it is the starting point for the study of pseudoholomorphic curves.

Other representations

Other representations of the Cauchy-Riemann equations occasionally arise in other coordinate systems. If (1a) and (1b) hold for a differentiable pair of functions u and v, then so do \[\frac{\partial u}{\partial n} = \frac{\partial v}{\partial s},\quad \frac{\partial v}{\partial n} = -\frac{\partial u}{\partial s}\]

for any coordinate system (n(x, y), s(x, y)) such that the pair \((\nabla n,\nabla s)\) is orthonormal and positively oriented. As a consequence, in particular, in the system of coordinates given by the polar representation \(z = r e^{i\theta}\), the equations then take the form \[{\partial u \over \partial r} = {1 \over r}{\partial v \over \partial\theta},\quad {\partial v \over \partial r} = -{1 \over r}{\partial u \over \partial\theta}.\]

Combining these into one equation for f gives \[{\partial f \over \partial r} = {1 \over ir}{\partial f \over \partial\theta}.\]

The inhomogeneous Cauchy-Riemann equations consist of the two equations for a pair of unknown functions u(x, y) and v(x, y) of two real variables \[\begin{aligned} \frac{\partial u}{\partial x} - \frac{\partial v}{\partial y} &= \alpha(x, y) \\[4pt] \frac{\partial u}{\partial y} + \frac{\partial v}{\partial x} &= \beta(x, y) \end{aligned}\]

for some given functions α(x, y) and β(x, y) defined in an open subset of R. These equations are usually combined into a single equation \[\frac{\partial f}{\partial\bar{z}} = \varphi(z,\bar{z})\] where f = u + iv and 𝜑 = (α + iβ)/2.

If 𝜑 is C, then the inhomogeneous equation is explicitly solvable in any bounded domain D, provided 𝜑 is continuous on the closure of D. Indeed, by the Cauchy integral formula, \[f\left(\zeta, \bar{\zeta}\right) = \frac{1}{2\pi i} \iint_D \varphi\left(z, \bar{z}\right) \, \frac{dz\wedge d\bar{z}}{z - \zeta}\] for all ζD.

Goursat's theorem and its generalizations

Suppose that f = u + iv is a complex-valued function which is differentiable as a function \(f : \mathbb{R}^2 \rarr \mathbb{R}^2\). Then Goursat's theorem asserts that f is analytic in an open complex domain Ω if and only if it satisfies the Cauchy-Riemann equation in the domain. In particular, continuous differentiability of f need not be assumed.

The hypotheses of Goursat's theorem can be weakened significantly. If f = u + iv is continuous in an open set Ω and the partial derivatives of f with respect to x and y exist in Ω, and satisfy the Cauchy-Riemann equations throughout Ω, then f is holomorphic (and thus analytic). This result is the Looman-Menchoff theorem.

The hypothesis that f obey the Cauchy-Riemann equations throughout the domain Ω is essential. It is possible to construct a continuous function satisfying the Cauchy-Riemann equations at a point, but which is not analytic at the point (e.g., f(z) = z/|z|). Similarly, some additional assumption is needed besides the Cauchy-Riemann equations (such as continuity), as the following example illustrates

\[f(z) = \begin{cases} \exp\left(-z^{-4}\right) & \text{if }z \not= 0\\ 0 & \text{if }z = 0 \end{cases}\]

which satisfies the Cauchy-Riemann equations everywhere, but fails to be continuous at z = 0.

Nevertheless, if a function satisfies the Cauchy-Riemann equations in an open set in a weak sense, then the function is analytic. More precisely:

If f(z) is locally integrable in an open domain \(\Omega \isin \mathbb{C},\) and satisfies the Cauchy-Riemann equations weakly, then f agrees almost everywhere with an analytic function in Ω.

This is in fact a special case of a more general result on the regularity of solutions of hypoelliptic partial differential equations.

Several variables

There are Cauchy-Riemann equations, appropriately generalized, in the theory of several complex variables. They form a significant overdetermined system of PDEs. This is done using a straightforward generalization of the Wirtinger derivative, where the function in question is required to have the (partial) Wirtinger derivative with respect to each complex variable vanish.

Complex differential forms

As often formulated, the d-bar operator \[\bar{\partial}\] annihilates holomorphic functions. This generalizes most directly the formulation \[{\partial f \over \partial \bar z} = 0,\] where \[{\partial f \over \partial \bar z} = {1 \over 2}\left({\partial f \over \partial x} + i{\partial f \over \partial y}\right).\]

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Why is complex differentiability so much stronger than real?

The limit must be the same from every direction in the plane, not just two. That forces the Cauchy-Riemann equations, which in turn force infinitely many derivatives and a convergent Taylor series.

What is a residue?

The coefficient of 1/(z − a) in the Laurent series at a singularity a. The residue theorem says a contour integral equals 2πi times the sum of the residues inside, which evaluates many real integrals in one line.

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