Bacteria Growth without integration

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SUMMARY

The discussion focuses on the growth of a bacteria culture modeled by the differential equation dP/dt = kP, where k is a growth constant. The participants derive the expression for the bacteria population after t hours as P(t) = P(0)e^(ln(2)*t), confirming that the population doubles every hour. They also discuss alternative methods to express the growth, such as P(t) = P(0)2^(t/2), which highlights the exponential nature of the growth without direct integration. The conversation emphasizes understanding the relationship between growth rate and time without relying on integration techniques.

PREREQUISITES
  • Understanding of differential equations, specifically exponential growth models.
  • Familiarity with logarithmic functions and their properties.
  • Basic knowledge of population dynamics in biology.
  • Concept of doubling time in exponential growth scenarios.
NEXT STEPS
  • Study the derivation of exponential growth equations in biological contexts.
  • Learn about the implications of the growth constant k in population models.
  • Explore the concept of doubling time and its applications in various growth scenarios.
  • Investigate numerical methods for solving differential equations without integration.
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Students and professionals in biology, mathematics, and environmental science who are interested in modeling population growth and understanding the dynamics of bacterial cultures.

Mirole
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A bacteria culture initially contains P(o) cells and grows at the rate dP/dt = kP where k is a growth constant. After an hour the population has doubled.

(a) Determine an expression for the number of bacteria present after t hours.

(b) Computer the number of bacteria present, and the rate of growth, after 2 hours.

(c) After how many hours will the population be 10P(o)
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For (a), I could just separate the differential equation dP/dt= kP as dp/P= kdt and then integrate both sides. For, (b) I would just set t = 2. And, for (c), P(t)= 10P(0).

I'm supposed to do this without using integration, which I have no idea how, any ideas?

Ok, so for (a), I did:

2P(o) = P(o)e^(k*1)
ln2 = e^(k*1)ln
ln(2) = k

So, P = P(o)e^(ln(2)*t)

Did I do it right?
 
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Mirole said:
A bacteria culture initially contains P(o) cells and grows at the rate dP/dt = kP where k is a growth constant. After an hour the population has doubled.

(a) Determine an expression for the number of bacteria present after t hours.

(b) Computer the number of bacteria present, and the rate of growth, after 2 hours.

(c) After how many hours will the population be 10P(o)
---------------------------------------------------------
For (a), I could just separate the differential equation dP/dt= kP as dp/P= kdt and then integrate both sides. For, (b) I would just set t = 2. And, for (c), P(t)= 10P(0).

I'm supposed to do this without using integration, which I have no idea how, any ideas?

Ok, so for (a), I did:

2P(o) = P(o)e^(k*1)
ln2 = e^(k*1)ln
ln(2) = k

So, P = P(o)e^(ln(2)*t)

Did I do it right?
If you know that this must be an exponential, then, yes, that works. Of course, we know that it is an exponential because we have integrated before!

Another way to do this is to argue that a problem like this must have a constant "doubling time". Since you are told that the initial population doubles in 2 hours, it will double every two hours. In time t, measured in hours, the population will double t/2 times so P(t)= P(0)2^{t/2}. (Of course, that is also "cheating" because that is a property of exponential, which is what we get by integrating).

Notice that t ln(2)= ln(2^t) so that [math]e^{t ln(2)}= e^{ln(2^t)}= 2^t[/itex].
 

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