7.1 Modeling Situations with Differential Equations
- Syllabus
- 2020
- Topic
- 7.1
- Level
- —
A differential equation relates an unknown function to one or more of its derivatives. If a quantity P depends on time t, then dP/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 r | dtdP=r |
| grows at a rate proportional to P | dtdP=kP, k>0 |
| decreases at a rate proportional to P | dtdP=−kP, k>0 |
| rate equals a stated function g(t,P) | dtdP=g(t,P) |
Suppose a population P(t) grows at a rate proportional to its current size. “Rate” gives dP/dt, “proportional to its current size” gives kP, and “grows” requires a positive sign. The model is dP/dt=kP with k>0. If t is measured in years, dP/dt has units of individuals per year and k has units of 1/year.
The differential equation describes the rate rule; it is not yet the function P(t). A statement such as P(0)=P0 is an initial condition that can select one solution later. Preserve the wording carefully: “decreases by r per unit time” gives dP/dt=−r, whereas “decreases proportionally to P” gives dP/dt=−kP.