Rates and differentiation
Interpreting the first and second derivatives of a quantity over time, describing changes in words such as increasing at a decreasing rate, and the meaning of concavity and points of inflection in a model.
What the derivatives say
| In words | $Q'$ | $Q''$ | Graph |
|---|---|---|---|
| Increasing at an increasing rate | $+$ | $+$ | rising, concave up |
| Increasing at a decreasing rate | $+$ | $-$ | rising, concave down |
| Decreasing, and falling faster and faster | $-$ | $-$ | falling, concave down |
| Decreasing, but more and more slowly | $-$ | $+$ | falling, concave up |
Many real quantities grow like this. The point of inflection at t = 5 is where the growth is fastest.
Where is the gradient of the curve largest?
Examples
The volume of water in a tank is $V = 100 + 20t - t^2$ litres for $0 \le t \le 20$ minutes. Describe how $V$ is changing at $t = 5$, and find when the volume is greatest.
"The price of petrol is still rising, but more slowly than before." Write this using $P$, the price.
"Increasing at a decreasing rate" means:
Rising, but the rise is slowing.
"The temperature is falling, but more and more slowly" means:
The rate is negative but rising towards $0$.
$V = 100 + 20t - t^2$. Find $\dfrac{dV}{dt}$ at $t = 5$.
$20 - 10$.
When is that volume greatest?
$20 - 2t = 0$.
Find $\dfrac{d^2V}{dt^2}$ for the same $V$.
Differentiate $20 - 2t$.
$Q = t^3 - 6t^2 + 20t$. When is $Q$ increasing most slowly?
$Q'' = 6t - 12 = 0$ at $t = 2$, where $Q'$ is least.
On an S-shaped growth curve, the growth is fastest at:
$Q'$ is greatest where $Q'' = 0$ changes sign.
A graph of $Q$ against $t$ is concave up. This means:
$Q'' > 0$.
"Unemployment is falling, and falling faster each month." With $U$ for unemployment:
The rate is negative and getting more negative.
New numbers every time. Keep going until you get five in a row.
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