Exponential models
When a quantity changes at a rate proportional to its current size, it can be modeled by the differential equation
Here, is a constant of proportionality. (If , the quantity grows; if , it decays.)
Solving by separation of variables
Start by separating terms from terms:
Now integrate both sides:
Exponentiate to solve for :
Since is a positive constant, we can replace it with a new constant (still called ):
This is the general solution.
Using an initial condition
If the initial condition is , substitute and into :
So the particular solution becomes
This equation models exponential growth or decay starting from the initial value at time .
Examples
- A population grows at a rate proportional to its current size. If it doubles every 5 years, how many years will it take to triple?
Solution
The differential equation that models this situation is
and the general solution is
where is the initial population and is the population at time (in years).
Since the population doubles after 5 years, . Use this to find :
Now find the time when the population is triple the initial population, :
It will take roughly 8 years for the population to triple.
- A radioactive substance decays according to the model . The half-life, or the time it takes for the substance to decay to half its original amount, is hours.
a) What is the value of ?
b) If there is initially grams of the substance, how long will it take to decay to grams?
Solutions
a) Value of
The half-life of 10 hours means that when , the amount is half the initial amount:
Substitute into :
Divide by and solve for :
b) Time to decay from to grams
Using , the model is
Now substitute and :
It will take a little over hours to decay from to grams.
Here is a question similar to #5 on the FRQ portion of the 2012 AB exam:
A tank is being filled with water, and the rate at which the water level rises is proportional to the difference between the tank’s maximum height and the current water level. At time , the water is cm deep. is the height of the water, in centimeters, at time . minutes after filling begins. The tank has a maximum height of cm. The rate of change of the water height is modeled by the differential equation
a) Is the water rising faster when the water level is at cm or when it is at cm?
b) Use separation of variables to write an expression for , the particular solution to the differential equation with initial condition .
Solutions
a) vs. cm
To compare how fast the water is rising, compare the rate
at the two heights.
-
When :
-
When :
Since , the water is rising faster when the water level is at cm.
b) Expression for
Separate the variables:
Integrate both sides:
Plug in the initial condition to find :
Now solve for :