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Mathematics and Statistics · Ch 3 — Differentiation

Higher-Order Derivatives

8

Higher-Order Derivatives

The derivative dydx\dfrac{dy}{dx} of a function is itself a function of xx, so it can be differentiated again. Differentiating the first derivative gives the second derivative, written

d2ydx2=ddx ⁣(dydx),also denoted f′′(x) or y′′.\frac{d^2y}{dx^2} = \frac{d}{dx}\!\left(\frac{dy}{dx}\right), \qquad \text{also denoted } f''(x) \text{ or } y''.

Differentiating once more gives the third derivative d3ydx3=f′′′(x)\dfrac{d^3y}{dx^3}=f'''(x), and so on. Collectively these are the higher-order derivatives.

Meaning. If the first derivative measures the rate of change of yy, the second derivative measures the rate of change of that rate — how the slope itself is changing. (In later chapters the sign of the second derivative distinguishes maxima from minima and tells whether a curve bends upward or downward.)

Method — finding the second derivative:

  1. Differentiate yy once to obtain dydx\dfrac{dy}{dx}; simplify it fully.
  2. Differentiate that result again with respect to xx to obtain d2ydx2\dfrac{d^2y}{dx^2}.
  3. Where a relation between yy and its derivatives is to be verified (e.g. "show that d2ydx2=4y\dfrac{d^2y}{dx^2}=4y"), compute both sides and check they are equal.

Illustration. For y=x5y = x^5: dydx=5x4\dfrac{dy}{dx}=5x^4, and d2ydx2=ddx(5x4)=20x3\dfrac{d^2y}{dx^2}=\dfrac{d}{dx}(5x^4)=20x^3.

Note

The Second Derivative Is d2ydx2\dfrac{d^2y}{dx^2}, Not (dydx)2\left(\dfrac{dy}{dx}\right)^2 …

Definition 11Higher-order derivatives

The second derivative d2ydx2=ddx ⁣(dydx)=f′′(x)\dfrac{d^2y}{dx^2}=\dfrac{d}{dx}\!\left(\dfrac{dy}{dx}\right)=f''(x) is obtained by differentiating the first derivative again; repeating gives the third derivative d3ydx3\dfrac{d^3y}{dx^3}, etc. It measures the rate of change of the slope, and i …