MHB How Does Exponential Growth Affect a Bacterial Population?

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The bacterial population grows exponentially, with a growth rate determined to be k = 1/2 ln(3), as the population triples from noon to 2 PM. The initial number of bacteria is not crucial to the problem since it cancels out in the equations. To reach a population 100 times larger than at noon, it will take approximately 182 hours, or 7 days and 14 hours, assuming no controls are applied. The exponential growth model illustrates the rapid increase in bacterial populations under ideal conditions. Understanding these dynamics is essential for predicting bacterial behavior in various environments.
Tineeyyy
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A bacterial population x is known to have a growth rate proportional to x itself. If between 12 noon and 2:00 pm, the popilation triples.
1. What is the growth rate pf the given problem?
2. Is the number of bacterial population important to the problem?
3. At what time should x become 100 times what it was at 12 noon assuming that no controls are being exerted
 
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Tineeyyy said:
A bacterial population x is known to have a growth rate proportional to x itself.
So dx/dt= kx for some k.
dx/x= kdt. Integrating, ln(x)= kt+ c
Taking the exponential, $x= e^{kt+ c}= Ce^{kt}$ where $C= e^c$.

If between 12 noon and 2:00 pm, the popilation triples.
Taking t to be the time in hours since noon, $X(0)= C$, $X(2)= Ce^{2k]= 3C$, e^{2k}= 3$.

1. What is the growth rate pf the given problem?
$e^{2k}= 3$ so $2k= ln(3)$ and $k= \frac{1}{2}ln(3)$.

2. Is the number of bacterial population important to the problem?
That's a strange question! Obviously the number is the whole point of the problem! But I suspect they mean the initial number of bacterial population, X(0). No, that cancels so is not at all important.

3. At what time should x become 100 times what it was at 12 noon assuming that no controls are being exerted.
We want to solve X(t)= 100X(0).
$X(t)= X(0)e^{kt}$ and we have determined that $k= \frac{1}{2}ln(3)= ln(\sqrt{3})$ so $X(t)= X(0)e^{ln(\sqrt{3})t}= 100X(0)$.

$e^{ln(\sqrt{3}t}= \sqrt{3}^t= 100$.
$t ln(\sqrt{3})= t\left(\frac{1}{2} ln(3)\right)= 100$.
$t= \frac{200}{ln(3)}$

So about 182 hours or 7 days 14 hours.