How Does Base e Apply to Different Rates of Exponential Growth?

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SUMMARY

The discussion centers on the application of base e in exponential growth calculations, particularly when the growth rate is 100% per annum. It clarifies that the expression for growth can be generalized using the limit as n approaches infinity of the formula (1 + rt/n)^n, which simplifies to e^(rt) through the transformation of variables. The conversation emphasizes the significance of base e due to its convenient derivatives and anti-derivatives, making it a preferred choice in various exponential growth scenarios, including half-life calculations.

PREREQUISITES
  • Understanding of exponential growth and decay concepts
  • Familiarity with calculus, specifically derivatives and anti-derivatives
  • Knowledge of limits and their application in mathematical expressions
  • Basic understanding of logarithms, particularly natural logarithms (ln)
NEXT STEPS
  • Study the derivation of the limit definition of e using (1 + 1/n)^n
  • Learn about the properties of natural logarithms and their applications in growth models
  • Explore the concept of half-life in exponential decay and its mathematical representation
  • Investigate the use of e in various real-world applications, such as finance and population growth
USEFUL FOR

This discussion is beneficial for mathematicians, students studying calculus, and professionals in fields such as finance and biology who are interested in understanding exponential growth and decay models.

Atomos
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I understand why base e can be used when the percent growth per annum is 100%, but I don't understand how it can be justified that the growth for numbers other than 1 can be put into the exponent.
 
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Consider the limit as [itex]n \rightarrow \infty[/itex] of [itex]\left(1 + rt/n\right)^n[/itex]. For nonzero r and t, define [itex]\nu = n/(rt)[/itex]. Then, the expression becomes

[tex]\left[ \left(1 + \frac {1}{\nu} \right)^\nu\right]^{rt}[/itex]<br /> <br /> You should be able to see your way through that. :)[/tex]
 
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Atomos said:
I understand why base e can be used when the percent growth per annum is 100%, but I don't understand how it can be justified that the growth for numbers other than 1 can be put into the exponent.

I have no idea what you mean by that! Why should "e" work when the growth per annum is 100%? That would be doubling every year wouldn't it? (And why would "per year" be important? Couldn't you take any unit of time and get the same basic formula?)

If you have 100% increase per year then it should be easy to see that the growth formula is P(t)= P02t where t is measured in years. The reason why you see base e again and again is because it has an easy derivative (and anti-derivative): the derivative of eat is aeat.

You CAN use that in a formula because all exponentials are interchangeable:
[tex]2^x= e^{ln(2^x)}= e^{xln2}= e^{kx}[/tex]
with k= ln2.

For some problems, say "half-life" problems where a substance decreases by 1/2 in time T, it might be reasonable to write
[tex]M= M_0\left(\frac{1}{2}\right)^{\frac{t}{T}}[/tex]
but if you are going to be taking derivatives or anti-derivatives, it might be better to convert to M0ekt where
[tex]k= -\frac{ln(2)}{T}[/tex].
 
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