Question
The premise of the experiment is: In a group of 10 people. An initial person has a virus on the first day and infects someone
The premise of the experiment is:
In a group of 10 people.
An initial person has a virus on the first day and infects someone else on the second day.
On any given day, each person who has the virus on that day infects someone the next day.
The process is repeated daily until all the people in the group have the virus.
The total number of people who have the virus is noted each day and recorded. On any given day some people who already have the virus might come into contact with the virus again. These people will not be counted twice.
Start by randomly selecting a person to be the initial person.
On each day, anyone who has the virus already selects another person at random to infect.
If the first person selects their own number on the first day, there would be only one person who is infected on day two.
The selected students on each day may or may not have already been selected. If a student who had already been infected was selected again, that person was not counted again.
Continue the simulation until the entire group has the infection.
Collect data showing the total number of people who have the virus each day, and represent your results in tables, graphs and formulae.
For example, this table shows the cumulative virus cases( takes 16 days for a group of 10 people to become infected), and this can be turned into the logistic regression model.
time(days) | number of infected people |
1 | 1 |
2 | 1 |
3 | 2 |
4 | 2 |
5 | 2 |
6 | 3 |
7 | 4 |
8 | 5 |
9 | 6 |
10 | 6 |
11 | 6 |
12 | 7 |
13 | 7 |
14 | 8 |
15 | 9 |
16 | 10 |
Questions:
So, how long before everyone has the virus?
Investigate the way a virus spreads through a group of people and the length of time it takes for an entire group to be infected.
Investigate the factor that affects the spread of the virus. Do they always spread at the same rate? Do they always take the same amount of time to spread to everyone?
Could you outline the strategy?
Present your findings with different mathematical models (eg, logistics, SI, SIS) or any other mathematical models.
Show evidence of the application of mathematical models and strategies, including calculations, and result in using appropriate graphs, tables and formulas. Why did you choose to use these equations or formulas? What do they represent and how to solve the variables? How do you figure out the rate of infection?
Show with the use application of differentiation.
What are the assumptions that need to be included? Why did you make them? How did they affect what you did?
Discuss the reasonableness and limitations of the results.
What are some improvements for this investigation in the future?
Could you generalise the scenario?
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started