Problem 33
Question
The rate, \(r,\) at which people get sick during an epidemic of the flu can be approximated by $$ r=1000 t e^{-0.5 t} $$ where \(r\) is measured in people/day and \(t\) is measured in days since the start of the epidemic. (a) Write an improper integral representing the total number of people that get sick. (b) Use a graph of \(r\) to represent the improper integral from part (a) as an area.
Step-by-Step Solution
Verified Answer
(a) \( \int_{0}^{\infty} 1000t e^{-0.5t} \, dt \); (b) The area under the curve of \( r(t) \) from 0 to infinity.
1Step 1: Identify the Expression for Total Sickness
The rate at which people get sick is given by the function \( r(t) = 1000 t e^{-0.5 t} \). To find the total number of people that get sick over time, we need to integrate this function over all time, from \( t = 0 \) to \( t = \infty \). This is setup as an improper integral.
2Step 2: Write the Improper Integral
The integral from 0 to infinity represents the total number of people who get sick over the course of the epidemic. The improper integral is given by:\[ \int_{0}^{\infty} 1000 t e^{-0.5 t} \, dt \]
3Step 3: Represent the Integral as Area on Graph
Plot the function \( r(t) = 1000 t e^{-0.5 t} \) against \( t \). The improper integral is represented by the area under this curve from \( t = 0 \) to \( t = \infty \). This area depicts the total number of people that get sick throughout the epidemic.
Key Concepts
Epidemic ModelingRate FunctionArea Under Curve
Epidemic Modeling
Epidemic modeling plays a crucial role in understanding how diseases spread within a population. By using mathematical models, we gain insights into the dynamics of epidemics, predict future outbreaks, and devise strategies to control them effectively. In this exercise, the function \( r(t) = 1000 t e^{-0.5 t} \) models how the rate of sickness changes over time during a flu epidemic.
- The model assumes the number of new cases follows an exponential decay due to the \( e^{-0.5 t} \) term, reflecting decreased transmission over time.
- Time \( t \) is measured in days, which helps track the epidemic's progression from the start.
- Initially, the rate \( r(t) \) increases as more people get sick, but eventually decreases as fewer people are left to infect.
Rate Function
The rate function is a powerful mathematical tool used to describe how something changes over time. Here, the rate function \( r(t) = 1000 t e^{-0.5 t} \) tells us how many people are getting sick each day during the course of the epidemic.
- At time \( t = 0 \), the rate is zero because the epidemic has just started.
- As \( t \) increases, the rate initially grows because more people are exposed to the flu.
- After a peak, the rate begins to decline, indicating fewer new infections per day as the flu becomes controlled.
Area Under Curve
In mathematical analysis, the area under a curve can represent the accumulation of a quantity over time, such as the total number of infections during an epidemic. When we have the rate function \( r(t) = 1000 t e^{-0.5 t} \), the area under this curve from \( t = 0 \) to \( t = \infty \) corresponds to the total number of people who will contract the flu during the epidemic.
- This concept involves calculating an improper integral: \( \int_{0}^{\infty} 1000 t e^{-0.5 t} \, dt \).
- The area under the curve suggests that even long after the initial outbreak, some infections might still occur.
- Using graphical representations helps better understand how the epidemic evolves and peaks.
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