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
Start by separating separating the variables:
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 for all differential equations worded as a rate that is proportional to the current amount.
Using an initial condition
If the initial condition is , substitute and into :
Then the particular solution becomes
This equation models exponential growth or decay where a quantity starts from at time .
Examples
- A population grows at a rate proportional to its current size. If it doubles every 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 every years, then the population at is twice the starting population i.e. . Use this to find :
Now find the time when the population is triple the initial population, or when :
So it will take roughly 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 are initially grams of the substance, how long will it take to decay to grams?
Solutions
a) Value of
The half-life of hours means that when , the amount is half the initial amount, or that
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 :