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How do you translate a description of a rate of change into a differential equation?

Topic 7.1 Modeling Situations with Differential Equations: write a differential equation from a verbal description of a rate of change.

A focused answer to AP Calculus AB Topic 7.1, translating verbal descriptions of rates of change into differential equations, including proportionality and combined-rate models, with worked translations.

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  1. What this topic is asking
  2. Translating the language
  3. A worked translation
  4. Combined-rate (in/out) models
  5. Why modelling comes before solving
  6. Equilibrium solutions from the model
  7. Reading the units of the model

What this topic is asking

The College Board (Topic 7.1) asks you to write a differential equation from a verbal description of how a quantity changes. The phrase "rate of change of yy" is dydt\frac{dy}{dt} (or dydx\frac{dy}{dx}), and the description on the right tells you what it equals.

Translating the language

A worked translation

Combined-rate (in/out) models

A frequent AB model is a tank or population with simultaneous inflow and outflow. The net rate of change is the inflow rate minus the outflow rate, each of which may be constant or depend on the current amount. So a tank filling at a fixed 55 liters per minute while leaking at a rate proportional to the amount gives dQdt=5kQ\frac{dQ}{dt} = 5 - kQ. The value where the net rate is zero, here Q=5kQ = \frac{5}{k}, is the equilibrium amount: if the tank starts there it stays there. Identifying inflow and outflow separately, then subtracting, builds these models reliably.

Why modelling comes before solving

This topic deliberately separates writing the differential equation from solving it. Many AB free-response questions award points for the correct equation even when the later solving steps go wrong, so translating the words accurately is worth getting right on its own. The most common modelling error is confusing "proportional to yy" (which gives kyky) with a constant rate (which gives just kk): the first describes a rate that scales with the amount, the second a fixed rate. Read carefully whether the rate depends on the current amount, on a difference, or is constant, and the equation follows.

Equilibrium solutions from the model

Once the model is written, you can read off its equilibrium values without solving: they are the values of the quantity that make dydt=0\frac{dy}{dt} = 0, so the quantity stays constant. For dQdt=5kQ\frac{dQ}{dt} = 5 - kQ, the equilibrium is Q=5kQ = \frac{5}{k}; for logistic-style differences like dydt=k(My)\frac{dy}{dt} = k(M - y), the equilibrium is y=My = M. These constant solutions describe the long-run behavior the system settles toward, and the sign of dydt\frac{dy}{dt} on either side tells you whether the equilibrium is approached or fled. Identifying equilibria straight from the differential equation is a quick, high-value analysis the exam often asks for before any solving.

Reading the units of the model

A correctly built model is dimensionally consistent: the left side dydt\frac{dy}{dt} has units of (amount per time), and every term on the right must match. So in dQdt=5kQ\frac{dQ}{dt} = 5 - kQ with QQ in liters and tt in minutes, the 55 is liters per minute and kQkQ must also be liters per minute, which forces kk to have units of per minute. Checking that the units balance is a fast way to catch a mis-built model, for example one where a constant rate was multiplied by the amount when it should not have been. Units also clarify the meaning of the proportionality constant, which is otherwise just an abstract kk.

Exam-style practice questions

Practice questions written in the style of College Board exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.

AP 2022 (style)1 marksSection I (multiple choice). "The rate of change of a population PP is proportional to PP" is written as (A) dPdt=kt\frac{dP}{dt} = kt (B) dPdt=kP\frac{dP}{dt} = kP (C) P=ktP = kt (D) dPdt=k\frac{dP}{dt} = k
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The correct answer is (B), dPdt=kP\frac{dP}{dt} = kP.

"Rate of change of PP" is dPdt\frac{dP}{dt}; "proportional to PP" means equal to a constant kk times PP. So dPdt=kP\frac{dP}{dt} = kP.

AP 2024 (style)3 marksSection II (free response). A tank holds Q(t)Q(t) liters. Water flows in at 55 liters per minute and flows out at a rate proportional to the amount QQ, with constant kk. (a) Write a differential equation for dQdt\frac{dQ}{dt}. (b) State the value of QQ at which the amount is momentarily constant.
Show worked answer →

A 3-point modelling question.

(a) (2 points) Net rate == inflow - outflow =5kQ= 5 - kQ. So dQdt=5kQ\frac{dQ}{dt} = 5 - kQ.
(b) (1 point) The amount is momentarily constant when dQdt=0\frac{dQ}{dt} = 0, i.e. 5kQ=05 - kQ = 0, so Q=5kQ = \frac{5}{k}.

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