Math Problem Statement

A population of 400 bacteria is introduced into a culture and grows in number according to the equation below, where t is measured in hours. P(t) = 400 (4 + 4t/(45 + t^2))

Find P'(t) (in bacteria/hour).

Solution

To find P(t)P'(t), the derivative of the given function with respect to tt, let's first write the function:

P(t)=400(4+4t45+t2)P(t) = 400 \left( 4 + \frac{4t}{45 + t^2} \right)

We will differentiate this function using the chain rule and the quotient rule where necessary.

Step 1: Differentiate the Constant Multiple

The function P(t)P(t) has a constant multiple of 400. The derivative of a constant times a function is the constant times the derivative of the function. So we focus on differentiating the inner function:

P(t)=400(4+4t45+t2)P(t) = 400 \left( 4 + \frac{4t}{45 + t^2} \right)

The derivative of 4 is 0, so we only need to differentiate the second term 4t45+t2\frac{4t}{45 + t^2}.

Step 2: Apply the Quotient Rule

The second term is a quotient, so we apply the quotient rule:

ddt(4t45+t2)=(45+t2)(4)4t(2t)(45+t2)2\frac{d}{dt} \left( \frac{4t}{45 + t^2} \right) = \frac{(45 + t^2)(4) - 4t(2t)}{(45 + t^2)^2}

Simplifying this:

(45+t2)(4)4t(2t)(45+t2)2=180+4t28t2(45+t2)2\frac{(45 + t^2)(4) - 4t(2t)}{(45 + t^2)^2} = \frac{180 + 4t^2 - 8t^2}{(45 + t^2)^2}

=1804t2(45+t2)2= \frac{180 - 4t^2}{(45 + t^2)^2}

Step 3: Combine the Results

Now, multiplying this result by the constant 400, we get:

P(t)=400×1804t2(45+t2)2P'(t) = 400 \times \frac{180 - 4t^2}{(45 + t^2)^2}

This simplifies to:

P(t)=400(1804t2)(45+t2)2P'(t) = \frac{400(180 - 4t^2)}{(45 + t^2)^2}

Thus, the derivative P(t)P'(t) is:

P(t)=720001600t2(45+t2)2P'(t) = \frac{72000 - 1600t^2}{(45 + t^2)^2}

This is the rate of change of the population P(t)P(t) in bacteria per hour.

Would you like a detailed breakdown of any part of this solution or further clarification?

Related Questions:

  1. How do we apply the quotient rule for more complex functions?
  2. What is the biological significance of the derivative in this context?
  3. How does the population change over time for larger values of tt?
  4. Can we find the critical points of P(t)P'(t) and what do they represent?
  5. How would you approximate P(t)P'(t) for specific values of tt?

Tip:

The derivative P(t)P'(t) can help determine when the population growth rate is at its maximum or when it starts to decrease, which is useful in modeling real-world biological processes.

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Math Problem Analysis

Mathematical Concepts

Differentiation
Chain Rule
Quotient Rule

Formulas

P'(t) = 400 * (d/dt) [4 + (4t/(45 + t^2))]

Theorems

Chain Rule
Quotient Rule

Suitable Grade Level

Grades 11-12