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

In summary, the conversation discusses the use of base e (natural logarithm) in growth formulas, specifically in cases where the percent growth per annum is 100%. It is argued that base e is convenient for taking derivatives and anti-derivatives, although other bases can also be used interchangeably. The concept of half-life and its relation to exponential growth is also mentioned as an example.
  • #1
Atomos
165
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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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  • #2
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]

You should be able to see your way through that. :)
 
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  • #3
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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Related to How Does Base e Apply to Different Rates of Exponential Growth?

1) What is continuous exponential growth?

Continuous exponential growth is a type of growth pattern in which a quantity increases at a rate proportional to its current value. This means that the larger the quantity becomes, the faster it will continue to increase. This type of growth is often observed in biological populations and financial markets.

2) How is continuous exponential growth different from regular exponential growth?

Regular exponential growth occurs in discrete time intervals, meaning that the quantity increases by a fixed amount at each interval. Continuous exponential growth occurs in continuous time, meaning that the quantity increases constantly without any discrete intervals. In other words, regular exponential growth is like climbing a set of stairs, while continuous exponential growth is like ascending a ramp.

3) What are some real-life examples of continuous exponential growth?

Some examples of continuous exponential growth include the growth of bacteria in a petri dish, the spread of a virus in a population, the increase in size of a tumor, and the growth of a city's population. These examples all involve a quantity increasing at a rate proportional to its current value.

4) How does continuous exponential growth affect sustainability?

Continuous exponential growth is not sustainable in the long term, as it requires infinite resources and space. In real life, populations and economies cannot grow infinitely. Eventually, there will be a limiting factor or resource that will slow or stop the growth. Therefore, it is important for societies and economies to find ways to achieve sustainable growth rates.

5) Can continuous exponential growth ever become negative?

No, continuous exponential growth will always result in a positive quantity. The rate of growth may slow down or even reach a plateau, but it will never become negative. If a quantity decreases over time, it is not exhibiting continuous exponential growth.

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