7.1 Modeling Situations with Differential Equations

Syllabus
2020
Topic
7.1
Level

Translate a Rate Statement into a Differential Equation

A differential equation relates an unknown function to one or more of its derivatives. If a quantity PP depends on time tt, then dP/dtdP/dt represents its instantaneous rate of change; the words describing that rate determine the right-hand side of the equation.

Verbal relationship Differential equation
changes at the constant rate rr dPdt=r\frac{dP}{dt}=r
grows at a rate proportional to PP dPdt=kP\frac{dP}{dt}=kP, k>0k>0
decreases at a rate proportional to PP dPdt=kP\frac{dP}{dt}=-kP, k>0k>0
rate equals a stated function g(t,P)g(t,P) dPdt=g(t,P)\frac{dP}{dt}=g(t,P)

Suppose a population P(t)P(t) grows at a rate proportional to its current size. “Rate” gives dP/dtdP/dt, “proportional to its current size” gives kPkP, and “grows” requires a positive sign. The model is dP/dt=kPdP/dt=kP with k>0k>0. If tt is measured in years, dP/dtdP/dt has units of individuals per year and kk has units of 1/1/year.

The differential equation describes the rate rule; it is not yet the function P(t)P(t). A statement such as P(0)=P0P(0)=P_0 is an initial condition that can select one solution later. Preserve the wording carefully: “decreases by rr per unit time” gives dP/dt=rdP/dt=-r, whereas “decreases proportionally to PP” gives dP/dt=kPdP/dt=-kP.