The Complex Derivative

The derivative of a complex function is defined by the same difference quotient as on the real line — but the increment h is now a complex number:

f'(z) = \lim_{h \to 0} \frac{f(z + h) - f(z)}{h}.

And as the previous page warned, h \to 0 can happen along any direction in the plane. For f'(z) to exist, this quotient must approach the same value for every direction h shrinks along. That is a far stronger demand than real differentiability.

A clean case: f(z) = z²

First, a function that is differentiable, so the definition feels familiar.

Step 1 — form the quotient. Expand (z + h)^2 = z^2 + 2zh + h^2:

\frac{(z + h)^2 - z^2}{h} = \frac{2zh + h^2}{h}.

Step 2 — cancel the h. Divide top and bottom:

\frac{2zh + h^2}{h} = 2z + h.

Step 3 — let h \to 0. The leftover h vanishes regardless of direction, so the limit is the same from every side:

f'(z) = 2z.

Just like the real power rule. The direction of h never mattered — which is exactly why the derivative exists.

The headline: f(z) = z̄ is NOT differentiable

Now take conjugation, f(z) = \bar{z} — a function that looks tame but secretly depends on direction.

Step 1 — form the quotient. Using \overline{z + h} = \bar{z} + \bar{h}, the \bar{z} terms cancel:

\frac{\overline{z + h} - \bar{z}}{h} = \frac{\bar{z} + \bar{h} - \bar{z}}{h} = \frac{\bar{h}}{h}.

Everything now rests on \bar{h}/h as h \to 0 — and that ratio depends entirely on the direction of h.

Step 2 — approach along the real axis (h = t, real and going to 0). Then \bar{h} = t, so

\frac{\bar{h}}{h} = \frac{t}{t} = +1.

Step 3 — approach along the imaginary axis (h = it). Then \bar{h} = -it, so

\frac{\bar{h}}{h} = \frac{-it}{it} = -1.

Step 4 — compare. One direction gives +1, the other gives -1. The limit has two different values, so it does not exist:

f(z) = \bar{z} \ \text{is nowhere complex-differentiable.}

Conjugation is perfectly smooth as a map of the real plane — yet it fails to have a complex derivative anywhere. The all-directions rule has teeth.

The complex derivative f'(z) = \lim_{h \to 0} \dfrac{f(z+h) - f(z)}{h} with complex h:

Write h = \rho\, e^{i\alpha} in polar form. Then \bar{h} = \rho\, e^{-i\alpha}, and the troublesome ratio is

\frac{\bar{h}}{h} = \frac{\rho\, e^{-i\alpha}}{\rho\, e^{i\alpha}} = e^{-2i\alpha}.

Its modulus is always 1, but its angle is -2\alpha — it spins twice around the unit circle as the approach direction \alpha sweeps once. There is no single limiting value to settle on, which is the whole problem in one line.

On the real line, "differentiable" is a mild request — most functions you meet have a derivative almost everywhere. It is tempting to carry that intuition into \mathbb{C} and assume any smooth-looking map is differentiable. It is not. Because the limit \lim_{h \to 0}(f(z+h)-f(z))/h must return the same value no matter which of the infinitely many directions in the plane h shrinks along, complex differentiability at a point is a severe constraint.

The proof is right above: f(z) = \bar{z} is continuous everywhere — a perfectly tame map of the plane — yet it is complex-differentiable nowhere. The same fate befalls f(z) = \operatorname{Re}(z) = x: along the real axis its quotient is 1, but along the imaginary axis it is 0, so no limit exists at any point. There is simply no analogue of this in real calculus — a continuous real function that is differentiable at not a single point is exotic, but for complex derivatives it is the everyday behaviour of ordinary-looking maps. Never read "complex differentiable" as merely "smooth".

Spin the direction of h

Turn the slider to rotate the direction \alpha of the increment h. The arrow shows the value of the quotient \bar{h}/h = e^{-2i\alpha} for f(z) = \bar{z}. It rides the unit circle and never settles — that is the failure of the limit, made visible. (At \alpha = 0 it is +1; at \alpha = 90° it is -1.)