Math Problem Statement

A scientist starts with 80 bacteria. After 8 hours, she has 160 bacteria. Assuming the bacteria are growing exponentially,

  1. Find the growth rate

  2. Find an exponential equation that gives the population of bacteria, y, after x hours. Make sure to have at least 3 digits after the decimal.

Solution

We are given that the bacteria population grows exponentially, which means the population yy after xx hours can be modeled by the equation:

y=y0ekxy = y_0 \cdot e^{kx} where:

  • y0y_0 is the initial population,
  • kk is the growth rate,
  • xx is time in hours, and
  • yy is the population after xx hours.

1) Finding the Growth Rate

Given:

  • Initial population, y0=80y_0 = 80 bacteria,
  • Population after 8 hours, y(8)=160y(8) = 160 bacteria.

Substitute into the exponential growth formula:

160=80e8k160 = 80 \cdot e^{8k}

Solve for kk:

16080=e8k    2=e8k\frac{160}{80} = e^{8k} \implies 2 = e^{8k}

Take the natural logarithm of both sides:

ln(2)=8k\ln(2) = 8k

Thus:

k=ln(2)8k = \frac{\ln(2)}{8}

Let’s calculate kk.

k0.6938=0.0866(rounded to 4 decimal places).k \approx \frac{0.693}{8} = 0.0866 \, \text{(rounded to 4 decimal places)}.

2) Finding the Exponential Equation

Now that we have the growth rate k0.0866k \approx 0.0866, the exponential equation for the bacteria population after xx hours is:

y=80e0.0866xy = 80 \cdot e^{0.0866x}

This equation gives the population of bacteria at any time xx, with three decimal places for the growth rate.

Would you like more details on how to interpret the equation, or any clarifications?

Here are five related questions:

  1. How would the population change after 24 hours using this equation?
  2. What is the doubling time of the bacteria population?
  3. How can the equation be adjusted if a different growth rate is observed?
  4. What does the growth rate kk represent biologically?
  5. How would the equation change if the initial population was different?

Tip: When dealing with exponential growth, the natural logarithm is often key to isolating variables like growth rate.

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Math Problem Analysis

Mathematical Concepts

Exponential Growth
Logarithms
Natural Logarithms

Formulas

y = y_0 * e^(kx)
k = ln(2) / 8

Theorems

Exponential Growth Theorem
Properties of Logarithms

Suitable Grade Level

Grades 10-12