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Introduction to differentiation

A function can change at different rates at different points. The derivative measures its instantaneous rate of change.

For a small change $h$, the quotient

$$\frac{f(a+h)-f(a)}{h}$$

is the average rate of change between $a$ and $a+h$. Letting $h$ approach zero gives the derivative at $a$:

$$f'(a)=\lim_{h\to0}\frac{f(a+h)-f(a)}{h}.$$

Tangent slope

On the graph $y=f(x)$, the same quotient is the slope of a secant line through two nearby points. As the second point approaches the first, the secant slope approaches the slope of the tangent line.

Thus $f'(a)$ has two connected interpretations: instantaneous rate of change and tangent-line slope.

Example from the definition

For $f(x)=x^2$,

$$\frac{f(a+h)-f(a)}{h} =\frac{(a+h)^2-a^2}{h} =2a+h.$$

Taking $h\to0$ gives

$$f'(a)=2a.$$

So the slope of the parabola changes from point to point.

Differentiability

A function is differentiable at $a$ when this limit exists as a finite real number. Corners, cusps, jumps and vertical tangents can prevent differentiability.

Differentiability is stronger than continuity: if a function is differentiable at a point, then it is continuous there.

Visual intuition: the derivative

From small changes to the formal definition