12.1 Complex Numbers and Analytic Functions
Key Takeaways
- A complex number z = x + iy = r e^{iθ} admits n distinct n-th roots z_k = r^{1/n} e^{i(θ + 2kπ)/n} for k = 0, 1, ..., n-1, which form the vertices of a regular n-gon on the circle |z| = r^{1/n}.
- A function f(z) = u(x, y) + i v(x, y) is complex differentiable at z_0 if and only if u and v are continuously differentiable and satisfy the Cauchy-Riemann equations u_x = v_y and u_y = -v_x (in polar form, u_r = (1/r) v_θ and v_r = -(1/r) u_θ).
- The real and imaginary components of an analytic function are infinitely differentiable and harmonic (∇^2 u = u_{xx} + u_{yy} = 0); the harmonic conjugate v is uniquely determined up to an additive constant.
- An entire function is analytic everywhere on C. If an entire function has a constant real part, constant imaginary part, or constant modulus |f(z)|, the function itself must be constant.
- At every point where f'(z) != 0, the mapping w = f(z) is conformal, preserving both angles and orientation between smooth intersecting curves.
12.1 Complex Numbers and Analytic Functions
Complex analysis on the GRE Mathematics Subject Test balances geometric intuition in the Argand plane with differential analysis. Complex differentiability imposes extreme rigidity: a complex differentiable function is infinitely differentiable, analytic, and locally conformal.
Complex Numbers, Polar Form, and Roots of Unity
A complex number $z \in \mathbb{C}$ is expressed as $z = x + iy$ with $x = \operatorname{Re}(z), y = \operatorname{Im}(z) \in \mathbb{R}$. In polar form: where $r = |z| = \sqrt{x^2 + y^2}$ is the modulus and $\theta = \operatorname{Arg}(z) \in (-\pi, \pi]$ is the principal argument. De Moivre's formula yields $(e^{i\theta})^n = e^{in\theta} = \cos(n\theta) + i\sin(n\theta)$.
Roots of Unity
The equation $z^n = 1$ has $n$ distinct roots of unity in $\mathbb{C}$: These form the vertices of a regular $n$-gon inscribed in $|z| = 1$. The sum of all $n$-th roots vanishes for $n \ge 2$: $\sum_{k=0}^{n-1} \omega_k = 0$. For any $w = R e^{i\phi} \neq 0$, the $n$ roots of $z^n = w$ are $z_k = R^{1/n} e^{i(\phi + 2\pi k)/n}$.
Complex Differentiability and Cauchy-Riemann Equations
Let $U \subseteq \mathbb{C}$ be open. The complex derivative of $f$ at $z_0 \in U$ is: Because $\Delta z \to 0$ along arbitrary paths in $\mathbb{C}$, complex differentiability requires consistency across all directions.
Cartesian Cauchy-Riemann Equations
Writing $f(z) = u(x, y) + i v(x, y)$:
- Necessary & Sufficient: If $u, v$ have continuous first partial derivatives satisfying: then $f(z)$ is analytic. The derivative is computed via:
Polar Cauchy-Riemann Equations
In polar coordinates $z = r e^{i\theta}$ with $f(z) = u(r, \theta) + i v(r, \theta)$: with derivative $f'(z) = e^{-i\theta}(u_r + i v_r) = \frac{e^{-i\theta}}{r}(v_\theta - i u_\theta)$.
Harmonic Functions and Conjugates
A function $u(x, y)$ is harmonic on $D$ if it satisfies Laplace's equation:
- Analyticity Implies Harmonicity: If $f = u + iv$ is analytic, Clairaut's theorem gives $u_{xx} + u_{yy} = (v_y)_x + (-v_x)_y = 0$.
- Finding Conjugates: Given harmonic $u$, integrate $v_y = u_x$ with respect to $y$, then substitute into $v_x = -u_y$ to solve for the remaining function of $x$.
Entire Functions and Rigidity
A function analytic on all of $\mathbb{C}$ is entire. Analytic functions exhibit strong rigidity on connected domains:
- If $\operatorname{Re}(f)$, $\operatorname{Im}(f)$, or $|f(z)|$ is constant, then $f(z)$ is constant.
- If $\overline{f(z)}$ is analytic, then $f(z)$ is constant.
- If $f'(z) = 0$ on a connected domain, $f(z)$ is constant.
Conformal Mapping Property
A mapping $w = f(z)$ is conformal at $z_0$ if it preserves both the magnitude and orientation of angles between intersecting smooth curves.
- Condition: $f$ is conformal at $z_0$ if and only if $f$ is analytic and $f'(z_0) \neq 0$.
- Jacobian: $\det J_f = u_x v_y - u_y v_x = u_x^2 + u_y^2 = |f'(z)|^2 > 0$.
- Critical Points: Where $f'(z) = 0$, conformality fails and angles are multiplied by the local branching order $m$.
Comparison: Real vs. Complex Differentiability
| Property | Real Map $F: \mathbb{R}^2 \to \mathbb{R}^2$ | Complex Map $f: \mathbb{C} \to \mathbb{C}$ |
|---|---|---|
| Criterion | Jacobian matrix exists | Cauchy-Riemann: $u_x = v_y, u_y = -v_x$ |
| Regularity | $C^1$ does not imply $C^2$ | Differentiable implies $C^\infty$ (analytic) |
| Components | Arbitrary $C^1$ functions | Must be harmonic ($\nabla^2 u = 0$) |
| Angles | Generally distorted | Conformal whenever $f'(z) \neq 0$ |
Step-by-Step Worked Problems
Problem 1: Reconstructing an Analytic Function
Find the harmonic conjugate $v(x, y)$ of $u(x, y) = 2x - 2xy$ satisfying $v(0, 0) = 3$.
Solution:
- Check harmonicity: $u_{xx} + u_{yy} = 0 + 0 = 0$.
- Integrate $v_y = u_x = 2 - 2y$: $v(x, y) = 2y - y^2 + g(x)$.
- Differentiate and equate to $-u_y$: $v_x = g'(x) = -(-2x) = 2x \implies g(x) = x^2 + C$.
- Use $v(0, 0) = 3$ to find $C = 3$: $v(x, y) = x^2 - y^2 + 2y + 3$.
- Reconstruct $f(z) = u + iv = i z^2 + 2z + 3i$.
Problem 2: Polar Cauchy-Riemann
Verify analyticity of $f(z) = z^2 = r^2 e^{2i\theta}$ using polar coordinates.
Solution:
- $u = r^2 \cos(2\theta)$, $v = r^2 \sin(2\theta)$.
- $u_r = 2r \cos(2\theta)$ and $\frac{1}{r} v_\theta = 2r \cos(2\theta)$, so $u_r = \frac{1}{r} v_\theta$.
- $v_r = 2r \sin(2\theta)$ and $-\frac{1}{r} u_\theta = 2r \sin(2\theta)$, so $v_r = -\frac{1}{r} u_\theta$.
- C-R holds with continuous partials; $f'(z) = e^{-i\theta}(u_r + i v_r) = 2r e^{i\theta} = 2z$.
GRE Exam Traps & Pitfalls
Trap 1: The Cauchy-Riemann Sign Error Remember $u_y = -v_x$. The negative sign belongs to $u_y = -v_x$, while $u_x = v_y$ is positive.
Trap 2: Harmonic Conjugate Direction If $v$ is conjugate to $u$, then $u$ is not conjugate to $v$. The conjugate of $v$ is $-u$, since $v - iu = -i(u + iv)$.
Trap 3: Conformality Breakdown Conformality fails at critical points where $f'(z) = 0$. For $f(z) = z^2$, angles at the origin are doubled.
Let u(x, y) = 2x - 2xy. If v(x, y) is a harmonic conjugate of u(x, y) on C such that v(0, 0) = 3, which expression represents v(x, y)?
Let f(z) = u(x, y) + i v(x, y) be an entire function. If the real part is given by u(x, y) = e^x cos(y), which of the following statements is true regarding f(z) and its complex derivative f'(z)?
Consider the complex mapping w = f(z) = z^3 - 3z. At which points in the complex plane does the mapping fail to be conformal?