Math Problem Statement

A disease has hit a city. The percentage of the population infected t days after the disease arrives is approximated by p(t) = 13t * e^(-t/7) for 0 ≤ t ≤ 49. (a) After how many days is the percentage of infected people a maximum? (b) What is the maximum percent of the population infected?

Solution

Let's analyze and solve each part of this question.

The function for the percentage of infected population p(t)p(t) over time tt days is given by: p(t)=13tet/7p(t) = 13t e^{-t/7}

Part (a): Finding the Maximum Point

To find when p(t)p(t) is at its maximum, we need to calculate the derivative p(t)p'(t) and set it equal to zero.

  1. Differentiate p(t)p(t): Using the product rule for differentiation: p(t)=13tet/7p(t) = 13t \cdot e^{-t/7} Let u=13tu = 13t and v=et/7v = e^{-t/7}.

    Then: u=13andv=17et/7u' = 13 \quad \text{and} \quad v' = -\frac{1}{7} e^{-t/7}

    Applying the product rule p(t)=uv+uvp'(t) = u'v + uv': p(t)=13et/7+13t(17)et/7p'(t) = 13 \cdot e^{-t/7} + 13t \cdot \left(-\frac{1}{7}\right) e^{-t/7} =13et/713t7et/7= 13 e^{-t/7} - \frac{13t}{7} e^{-t/7} =13et/77(7t)= \frac{13 e^{-t/7}}{7} (7 - t)

  2. Set p(t)=0p'(t) = 0: 13et/77(7t)=0\frac{13 e^{-t/7}}{7} (7 - t) = 0 Since et/70e^{-t/7} \neq 0, we only need to solve: 7t=07 - t = 0 t=7t = 7

Thus, the maximum percentage of infected people occurs at t=7t = 7 days.

Part (b): Calculating the Maximum Percentage

To find the maximum percentage, substitute t=7t = 7 into p(t)p(t):

p(7)=137e7/7p(7) = 13 \cdot 7 \cdot e^{-7/7} =137e1= 13 \cdot 7 \cdot e^{-1} =911e= 91 \cdot \frac{1}{e} Using e2.718e \approx 2.718: p(7)9112.718910.367933.48p(7) \approx 91 \cdot \frac{1}{2.718} \approx 91 \cdot 0.3679 \approx 33.48

So, the maximum percentage of the population infected is approximately 33.48%.


Would you like further details on this solution or help with similar problems?

Additional Related Questions

  1. How do you determine the critical points of a function like p(t)p(t) in other contexts?
  2. What is the significance of the value of ee in exponential decay functions?
  3. Can you explain how to interpret and use the derivative of a function in practical applications?
  4. How would this function change if the infection spread was faster or slower?
  5. Why does the infection rate eventually decrease even if the population is susceptible?

Tip

To maximize or minimize functions, always consider both the derivative and the endpoints of the interval in practical problems.

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Math Problem Analysis

Mathematical Concepts

Calculus
Derivatives
Optimization
Exponential Functions

Formulas

p(t) = 13t * e^(-t/7)
p'(t) = 0 for maximum value

Theorems

Optimization using derivatives
Exponential function properties

Suitable Grade Level

Grade 12 or Calculus I (College level)