Differential Equation, exponential growth

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Homework Help Overview

The problem involves a colony of bacteria growing exponentially over time, with specific population counts given at two different time points. The goal is to determine the initial population of bacteria based on these counts.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss setting up equations based on the exponential growth model and explore methods to eliminate variables to solve for the growth rate and initial population. There is a suggestion to "restart" the experiment at a specific time to simplify the calculations.

Discussion Status

Some participants have provided guidance on manipulating the equations to isolate variables, while others have proposed alternative approaches to reframe the problem. Multiple interpretations of the problem setup are being explored.

Contextual Notes

Participants are working under the assumption that the growth model is valid and that the equations accurately represent the population dynamics over the specified time intervals. There is an implicit understanding of the constraints of the problem as a homework assignment.

dmitriylm
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Homework Statement


A colony of bacteria is grown under ideal conditions in a laboratory so that the population increases exponentially with time. At the end of 3 hours there are 10,000 bacteria. At the end of 5 hours there are 40,000. How many bacteria were present initially?



Homework Equations





The Attempt at a Solution



I have the following two equations setup:
10,000 = Ne^(3k)
40,000 = Ne^(5k)

I understand that this looks like a differential equation where I have to make them equal and solve for k (growth rate) and N (initial population) but I'm not quite sure how.
 
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Well, if you divide the 2 equations, you should be able to eliminate N and get k. If you then plug in k to either equation, you should get N.

The differential equation part of the problem you have already solved by putting the equations in those forms.
 
Got it! Thank you so much.

40,000 = Ne^5k
10,000 = Ne^3k
_______________
4 = e^2k
ln4 = 2k
k = ln4/2

10,000 = Ne^(3*(ln4/2))
N = 1250
 
Actually, you could just "restart" the experiment at t= 3. That is write the equation as N(t)= 10000e^{kt} where this "t" is now the number of hours beyond 3. Now you have only k to solve for: 5 hours after the start is 2 hours after 3 so, 40000= 10000e^{2k} and we have e^{2k}= 4, 2k= ln(4).

Now, you can answer "how many bacteria were present initially" by taking t= -3.
 

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