Math Problem Statement

Suppose P = f(t) is the population (in thousands) of town t years after 1990, and that f(5)=13 and f(9)=18, (a)) Find a formula for f(t) assuming f is exponential: P=f(t)= ?

Solution

Given that f(t)f(t) is exponential, we can assume a general exponential form:

f(t)=P0ektf(t) = P_0 \cdot e^{kt}

where:

  • P0P_0 is the initial population at t=0t = 0,
  • kk is the growth rate.

Step 1: Set up the equations

From the given information:

  1. f(5)=13f(5) = 13, which implies: 13=P0e5k13 = P_0 \cdot e^{5k}
  2. f(9)=18f(9) = 18, which implies: 18=P0e9k18 = P_0 \cdot e^{9k}

Step 2: Divide the equations to solve for kk

To eliminate P0P_0, we can divide the second equation by the first:

1813=P0e9kP0e5k\frac{18}{13} = \frac{P_0 \cdot e^{9k}}{P_0 \cdot e^{5k}}

This simplifies to:

1813=e4k\frac{18}{13} = e^{4k}

Step 3: Solve for kk

Take the natural logarithm on both sides:

ln(1813)=4k\ln \left(\frac{18}{13}\right) = 4k

Then:

k=ln(1813)4k = \frac{\ln \left(\frac{18}{13}\right)}{4}

Calculating this value:

kln(1.3846)40.32540.08125k \approx \frac{\ln(1.3846)}{4} \approx \frac{0.325}{4} \approx 0.08125

Step 4: Solve for P0P_0

Now that we have kk, we can substitute it back into one of the original equations to find P0P_0. Using f(5)=13f(5) = 13:

13=P0e50.0812513 = P_0 \cdot e^{5 \cdot 0.08125}

Calculating the exponential term:

13=P0e0.40625P01.50113 = P_0 \cdot e^{0.40625} \approx P_0 \cdot 1.501

Then:

P0131.5018.66P_0 \approx \frac{13}{1.501} \approx 8.66

Final Answer

The formula for f(t)f(t), the population tt years after 1990, is approximately:

f(t)=8.66e0.08125tf(t) = 8.66 \cdot e^{0.08125 \cdot t}

This gives us the model for the population growth of the town.


Would you like a deeper breakdown or to verify each calculation?

Related Questions

  1. How would the model change if ff were assumed to be a linear function instead of exponential?
  2. What would the population be in the year 2000 according to this model?
  3. How does changing the value of kk affect the growth rate of f(t)f(t)?
  4. Can this model be used for long-term predictions, say in 100 years? Why or why not?
  5. How would we determine the half-life of the population if it were declining exponentially?

Tip

When dealing with exponential functions, dividing two instances at different times can often simplify solving for the growth rate kk without needing to know the initial population.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Exponential Growth
Population Modeling

Formulas

f(t) = P_0 * e^(kt)

Theorems

Properties of Exponential Functions

Suitable Grade Level

Grades 10-12