Intro to differential equations
A differential equation is an equation that relates an unknown function to one or more of its derivatives.
Some of the problems in this unit combine concepts from earlier chapters you’ve already studied, such as linear approximations, extrema, and integration, but presented in a different way. The key is to identify which concept each problem is testing.
Modeling situations
Modeling questions ask you to translate a verbal description into a differential equation.
Watch for the keyword “proportional to,” which means one quantity is always a constant multiple of another. We represent the multiplier with , known as the constant of proportionality.
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“Rate is proportional to ”:
- Rate
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“Rate is inversely proportional to ”:
- Rate
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“ is changing at a constant rate of…”
- Rate
- A constant rate doesn’t depend on the quantity size or time and is just a fixed number.
Example 1: Directly proportional
A population of bacteria grows at a rate directly proportional to the square root of the population size at time hours. If the population is when it is growing at a rate of bacteria per hour, write a differential equation that models this situation.
Solution
Translate the verbal phrase - a “rate (of growth) directly proportional to the square root of population size” translates to
Next, use the initial condition given to solve for . When bacteria, it is growing at a rate of bacteria per hour. Substitute these into the equation:
Therefore the differential equation that models this situation is
Example 2: Inversely proportional
The rate at which a person improves a particular skill is inversely proportional to their current skill level . When the , the rate of improvement is units per day. Write the differential equation that models this behavior.
Solution
The current skill level is defined as , so the rate of improvement of the skill is .
Since the rate is inversely proportional to the current skill level,
This tells us:
- The improvement rate is proportional to the reciprocal of the current skill level .
- When is small, is large, so improvement happens faster.
- As increases, decreases, so the rate of improvement slows (but the skill level itself is still increasing).
Now solve for by substituting in the given information. When , the improvement rate is :
Therefore, the differential equation that models the situation is
Example 3: Constant rate
Water is leaking out of a tank such that the volume of the water, , decreases at a constant rate of gallons per minute. Write a differential equation that models this situation.
Solution
You’ve already in fact practiced the notation for differential equations in the related rates chapter!
Since the volume of water is decreasing, its rate of change with respect to time must be negative, and the differential equation that models this situation is
Verifying solutions
Recall from section 6.7 on indefinite integrals that a solution (either a general or particular one) is essentially the “original function” that has a given derivative.
On the AP exam, verifying a solution means checking whether a given function satisfies a differential equation. To do this:
- Differentiate the given function as needed.
- Substitute into the differential equation.
- Simplify to check if both sides match.
Example 1: Matching equations
The function
is a solution to which of the following differential equations?
Solution
Since the answers choices involve , the second derivative, differentiate twice:
Now test each choice by plugging in the expressions for and .
Choice (A):
So choice (A) is not correct.
Choice (B):
Since both sides of the equation are equal, choice (B) is the correct differential equation.
Example 2: Finding an unknown constant
For what value of does satisfy the differential equation ?
Solution
Start with and differentiate:
Substitute into the differential equation :
Since this must hold for all , the coefficients of must match: