Solving Bacterial Population Growth: A Math Problem

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Discussion Overview

The discussion revolves around solving a mathematical problem related to bacterial population growth, specifically focusing on setting up and solving differential equations based on given conditions about growth rates and population sizes over time.

Discussion Character

  • Mathematical reasoning
  • Homework-related
  • Technical explanation

Main Points Raised

  • One participant presents the initial conditions and attempts to set up the differential equation for bacterial growth, expressing confusion about completing the solution.
  • Another participant points out a mistake in the initial setup regarding the constant in the equation.
  • A different participant proposes a simplified model based on the doubling time, suggesting an alternative approach to derive the population function.
  • One participant confirms the correctness of the previous contributions and encourages the original poster.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the best method to solve the problem, as multiple approaches are discussed, and some participants challenge earlier claims without resolving the overall question.

Contextual Notes

There are unresolved aspects regarding the initial population count and the integration constant, which depend on the assumptions made in the mathematical model.

Hussam Al-Tayeb
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If all I have given is that
1. Bacteria grows at a rate proportional to it's size.
2. It doubles in 2 days.
3. At 10 days, population is 1000.

I'm not given the initial bacteria count, I need help setting up the equation.

I did:
dy/dt = ky => dy/y = kdt => lny= kt + c => y=e^(kt) + c

y(10)= 1000 = e^(10k) + c

But I'm lost how to complete this. Any idea?
 
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Hussam Al-Tayeb said:
lny= kt + c => y=e^(kt) + c
Look on the right side, you neglicted the constant.
 
so it should be y=ce^(kt)

y(o) = c e^0 = c
then y(2) = c e^(2k) = 2 * y (0)
=> 2k = ln(2) => k = ln(2) / 2

now y(10) = 1000 = c e^(10k)

=> c = 1000 / (e^(5ln2))

correct?
 
Yes! great job, keep up the good work! very good.
 
Of course, it would have been much simpler to argue that, since the population doubles every 2 days, we must have P(t)= C2t/2 where t is in days. Then P(10)= C 25= 1000 so C= 1000/32= 100/16= 10/8= 5/2.

P(t)= (5/2) 2t/2.

(But Antineutron is right- great job!)
 

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