Math Problem Statement

Pine Martens are reintroduced to a forest. Initially, 150 animals are released. Past data shows the population will increase following an exponential model at a rate of 20% per year. Give the discrete exponential model in the form P(x) = I(b^x). Determine the doubling time, and determine when the population will reach 500 animals.

Solution

Given the problem, we can follow these steps to solve it:

Discrete Exponential Model

The exponential growth model can be expressed as:

P(x)=IbxP(x) = I \cdot b^x

where:

  • P(x)P(x) is the population at time xx (in years),
  • II is the initial population,
  • bb is the growth factor,
  • xx is the number of years.

From the problem, we know:

  • The initial population I=150I = 150,
  • The growth rate r=20%=0.20r = 20\% = 0.20.

The growth factor bb is calculated as:

b=1+r=1+0.20=1.20b = 1 + r = 1 + 0.20 = 1.20

Thus, the discrete exponential model is:

P(x)=1501.2xP(x) = 150 \cdot 1.2^x

Doubling Time

The doubling time TdT_d can be found using the formula for exponential growth:

2=bTd2 = b^{T_d}

Taking the natural logarithm of both sides:

ln(2)=Tdln(b)\ln(2) = T_d \ln(b)

Solving for TdT_d:

Td=ln(2)ln(1.2)T_d = \frac{\ln(2)}{\ln(1.2)}

Calculating this:

Td=ln(2)ln(1.2)0.6930.1823.807 yearsT_d = \frac{\ln(2)}{\ln(1.2)} \approx \frac{0.693}{0.182} \approx 3.807 \text{ years}

Time to Reach 500 Animals

We need to solve for xx when P(x)=500P(x) = 500:

500=1501.2x500 = 150 \cdot 1.2^x

Dividing both sides by 150:

500150=1.2x\frac{500}{150} = 1.2^x

103=1.2x\frac{10}{3} = 1.2^x

Taking the natural logarithm of both sides:

ln(103)=xln(1.2)\ln\left(\frac{10}{3}\right) = x \ln(1.2)

Solving for xx:

x=ln(103)ln(1.2)x = \frac{\ln\left(\frac{10}{3}\right)}{\ln(1.2)}

Calculating this:

x=ln(103)ln(1.2)1.2040.1826.615 yearsx = \frac{\ln\left(\frac{10}{3}\right)}{\ln(1.2)} \approx \frac{1.204}{0.182} \approx 6.615 \text{ years}

Summary

  1. Exponential Model: P(x)=1501.2xP(x) = 150 \cdot 1.2^x
  2. Doubling Time: 3.807\approx 3.807 years
  3. Time to reach 500 animals: 6.615\approx 6.615 years

Would you like more details or have any questions about this problem?

Here are five related questions you might ask:

  1. How do we derive the growth factor from the growth rate?
  2. What is the significance of the natural logarithm in exponential growth problems?
  3. How can we interpret the doubling time in a real-world context?
  4. Can the exponential growth model be applied to populations with limiting factors?
  5. How do we adjust the model if the growth rate changes over time?

Tip: When dealing with exponential growth problems, always ensure that the growth rate and time units are consistent for accurate calculations.

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Math Problem Analysis

Mathematical Concepts

Exponential Growth

Formulas

Exponential Growth Model: P(x) = I * b^x

Theorems

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Suitable Grade Level

Advanced High School to College