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Mathematics and Statistics · Ch 9 — Differentiation

The Second-Order Derivative

6

The Second-Order Derivative

The derivative f′(x)f'(x) is itself a function of xx, so it can be differentiated again. The result is the second-order derivative (or simply second derivative):

f′′(x)=ddx ⁣[f′(x)],writtend2ydx2,  f′′(x),  y′′,  y2.f''(x) = \frac{d}{dx}\!\left[f'(x)\right], \qquad \text{written} \quad \frac{d^{2}y}{dx^{2}}, \ \ f''(x), \ \ y'', \ \ y_2.

It is found in two steps: differentiate once to get dydx\dfrac{dy}{dx}, then differentiate that result again.

Worked illustration — y=x4y = x^4. First derivative dydx=4x3\dfrac{dy}{dx} = 4x^3. Differentiating again, d2ydx2=ddx(4x3)=12x2\dfrac{d^2y}{dx^2} = \dfrac{d}{dx}(4x^3) = 12x^2.

Meaning. If the first derivative is a rate of change, the second derivative is the rate of change of the rate of change. In motion, if yy is position then dydx\dfrac{dy}{dx} is velocity and d2ydx2\dfrac{d^2y}{dx^2} is acceleration. Its sign also describes the bending of a curve: f′′>0f''>0 where the curve is concave up, f′′<0f''<0 where it is concave down — a fact used later when locating maxima and minima.

Note

d2ydx2\frac{d^2y}{dx^2} Is Not (dydx)2\left(\frac{dy}{dx}\right)^2 …

Definition 15Second-order derivative

f′′(x)=ddx[f′(x)]f''(x)=\frac{d}{dx}[f'(x)], written d2ydx2\frac{d^2y}{dx^2} or y′′y'': the derivative of the first derivative — obtained by …

Definition 16Interpretation of $f''$

The rate of change of the rate of change (e.g. acceleration when yy is position). Its sign gives concavity: f′′>0f''>0 concave up …