Math Problem Statement

Solve it

The rate of change in the number of bacteria in a culture is proportional to the number present. In a certain laboratory experiment, a culture has 2000 bacteria initially, 6000 bacteria at time t1 minutes, and 12000 at (t1 + 14) minutes. (a) In terms of t only, find the number of bacteria in the culture at any time t (t ≥ 0). (b) How many bacteria are there after 28 min? (c) At what time are 6000 bacteria observed? That is, find the value of t1.

Solution

Let’s solve this step by step.


Problem Setup

The growth rate of bacteria is proportional to the number present, which suggests exponential growth. The equation for exponential growth can be written as:

P(t)=P0ektP(t) = P_0 e^{kt}

Where:

  • P(t)P(t): number of bacteria at time tt,
  • P0P_0: initial population,
  • kk: growth constant,
  • tt: time in minutes.

Given:

  1. Initially (t=0t = 0), P0=2000P_0 = 2000.
  2. At t1=7t_1 = 7, P(7)=6000P(7) = 6000.
  3. At t1+14=14t_1 + 14 = 14, P(14)=12000P(14) = 12000.

We need to:

  1. Find P(t)P(t) in terms of tt,
  2. Compute P(28)P(28),
  3. Solve for t1t_1 when P(t)=6000P(t) = 6000.

Part (a) - Find P(t)P(t)

Start with the equation:

P(t)=2000ekt.P(t) = 2000 e^{kt}.

Step 1: Use P(7)=6000P(7) = 6000 to solve for kk.

At t=7t = 7, P(7)=6000P(7) = 6000:

6000=2000e7k.6000 = 2000 e^{7k}.

Divide through by 2000:

3=e7k.3 = e^{7k}.

Take the natural logarithm (ln) of both sides:

ln(3)=7k.\ln(3) = 7k.

Solve for kk:

k=ln(3)7.k = \frac{\ln(3)}{7}.

Step 2: Write P(t)P(t).

Substitute kk back into the exponential equation:

P(t)=2000eln(3)7t.P(t) = 2000 e^{\frac{\ln(3)}{7} t}.


Part (b) - Find P(28)P(28)

Substitute t=28t = 28 into P(t)P(t):

P(28)=2000eln(3)728.P(28) = 2000 e^{\frac{\ln(3)}{7} \cdot 28}.

Simplify the exponent:

ln(3)728=4ln(3).\frac{\ln(3)}{7} \cdot 28 = 4 \ln(3).

Thus:

P(28)=2000e4ln(3).P(28) = 2000 e^{4 \ln(3)}.

Using the property eln(ab)=abe^{\ln(a^b)} = a^b:

P(28)=200034.P(28) = 2000 \cdot 3^4.

Simplify 34=813^4 = 81:

P(28)=200081=162000.P(28) = 2000 \cdot 81 = 162000.

So:

P(28)=162000 bacteria.P(28) = 162000 \text{ bacteria.}


Part (c) - Find t1t_1 when P(t)=6000P(t) = 6000

Use P(t)=2000eln(3)7tP(t) = 2000 e^{\frac{\ln(3)}{7} t} and substitute P(t)=6000P(t) = 6000:

6000=2000eln(3)7t.6000 = 2000 e^{\frac{\ln(3)}{7} t}.

Divide by 2000:

3=eln(3)7t.3 = e^{\frac{\ln(3)}{7} t}.

Take the natural logarithm of both sides:

ln(3)=ln(3)7t.\ln(3) = \frac{\ln(3)}{7} t.

Solve for tt:

t=7.t = 7.

Thus, t1=7t_1 = 7 minutes.


Final Answers:

  1. P(t)=2000eln(3)7tP(t) = 2000 e^{\frac{\ln(3)}{7} t},
  2. P(28)=162000P(28) = 162000 bacteria,
  3. t1=7t_1 = 7 minutes.

Let me know if you'd like further clarification or details!


Questions:

  1. How does exponential growth differ from linear growth?
  2. What are the properties of natural logarithms (ln(x)\ln(x)) that make them useful in solving such equations?
  3. How does changing the initial population (P0P_0) affect P(t)P(t)?
  4. Can you derive the doubling time for this population using kk?
  5. How does this problem illustrate the proportionality constant's role in population dynamics?

Tip:

Always double-check unit consistency (e.g., time in minutes) to ensure correctness in exponential growth problems.

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Math Problem Analysis

Mathematical Concepts

Exponential Growth
Logarithms
Proportionality

Formulas

Exponential Growth: P(t) = P_0 * e^(kt)
Logarithmic Properties: ln(a^b) = b * ln(a)

Theorems

Exponential Growth Principle
Properties of Natural Logarithms

Suitable Grade Level

Grades 10-12