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Equation field guide

Derivatives: instantaneous rate of change

A derivative describes how quickly one quantity changes as another changes. It is the slope of a curve at a particular point.

Derivative shown as a tangent slopeA curve y equals x squared and a tangent line at x equals 2 with slope 4.tangent slope = 4y = x²x = 2
Near x = 2, a tangent line has slope 4. The derivative of x² is 2x, so its value there is 4.

From average to instantaneous change

The average rate of change from x to x + h is [f(x + h) − f(x)]/h. A derivative takes the limiting value as h becomes very small: f′(x) describes the local rate at x.

For position over time, the derivative is velocity. For a temperature curve, it is the rate of warming or cooling. Units therefore change: metres divided by seconds becomes metres per second.

Common notation

f′(x), df/dx, and d/dx f(x) all denote derivatives, with small differences in emphasis. ∂ is used for a partial derivative when a function has several input variables and the others are held fixed.

For example, d(x²)/dx = 2x. At x = 3, the slope is 6: a small positive change in x produces approximately six times that change in x².

What it does not say

A derivative is local. A positive derivative at one point says the function is increasing there; it does not prove the function increases everywhere.

A derivative can fail to exist at a sharp corner, jump, or vertical tangent. The formula’s assumptions determine whether derivative rules apply.

Sources and further reading