Behavior of the natural log at large values of x

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Discussion Overview

The discussion centers on the behavior of the natural logarithm function, specifically ln(x) and ln(1+x), as x approaches large values. Participants explore the asymptotic properties of these functions, including their growth rates and graphical representations, without reaching a consensus on certain interpretations.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant expresses curiosity about the asymptotic behavior of ln(x) and ln(1+x) for large x, noting a perceived linear behavior in their plots.
  • Another participant asserts that the asymptotic behavior of log(x) is log(x) itself, emphasizing that it grows slower than any power function, regardless of the exponent.
  • A different participant challenges the notion of linear behavior in the logarithm, stating that the slope approaches zero as x increases, while still being unbounded.
  • Some participants discuss the counterintuitive nature of ln(x) flattening out while still crossing every horizontal line y=C, raising questions about this phenomenon.
  • One participant suggests that the limit of log(x) as x approaches infinity is infinity, regardless of the rate of growth.
  • Another participant compares the behavior of ln(x) to that of the square root function, noting that ln(x) flattens out faster than any positive-power function.
  • One participant introduces the idea that the growth of log(x) is related to the growth of the Harmonic series.

Areas of Agreement / Disagreement

Participants express differing views on the nature of the growth of ln(x), with some asserting that it does not exhibit linear behavior, while others question the interpretation of its graphical representation. The discussion remains unresolved regarding the perception of linearity and the implications of the logarithmic growth rate.

Contextual Notes

Participants reference various mathematical concepts and properties, but there are no explicit resolutions to the assumptions or interpretations presented. The discussion includes speculative reasoning about the behavior of logarithmic functions without definitive conclusions.

karanmohan
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Hello, I am fairly new here, so thank you in advance for your help. This is not a homework problem, just one of curiosity based on my limited knowledge of asymptotic expansions. I'm curious about how the function ln(x) or ln(1+x) behaves for large values of x. Plotting in Matlab, I see a linear behavior, but I am not certain as I can't seem to find an asymptotic expansion anywhere. Any help is appreciated, particularly with references.
 
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The asymptotic behavior of log(x) is log(x). Log is a special thing, just as is exp(x). The exponential function grows faster than power function xa, no matter how large a is. This means that log(x) has to grow slower than any xa, no matter how small a is.

However, there is a lot one can say about log(x+1) for large x. Write x+1=x(1+1/x). Then log(x+1) = log(x(1+1/x)) = log(x) + log(1+1/x) ~ log(x) + 1/x.
 
thanks for the response...hmm, i can't seem to see a linear behavior in there, despite seeing a somewhat linear behavior when i plot it. Am i just visualizing something?
 
There is no linear behavior. The slope of log(x) approaches zero as x grows toward infinity, but it does so in a weird way: log (x) is of course unbounded.
 
D H said:
There is no linear behavior. The slope of log(x) approaches zero as x grows toward infinity, but it does so in a weird way: log (x) is of course unbounded.
This was something that always puzzled me when I was taking calculus. As x increases, the graph of ln(x) "flattens out," but it flattens out so incredibly slowly that it still manages to cross every single horizontal line y=C. It's just such a counter-intuitive phenomenon. Can anyone shed any light into this mystery?

The same intuition that makes people think that ln(x) should have a horizontal asymptote would also make them think that e^x has a vertical asymptote somewhere. How is it that a function which becomes infinitely steep as x goes to infinity manages to still cross every vertical line x=C?
 
What mystery? It's just \lim_{x\rightarrow \infty} log(x) = \infty. It doesn't matter how "slow" it gets. It will get there "eventually".
 
lugita15 said:
This was something that always puzzled me when I was taking calculus. As x increases, the graph of ln(x) "flattens out," but it flattens out so incredibly slowly that it still manages to cross every single horizontal line y=C. It's just such a counter-intuitive phenomenon. Can anyone shed any light into this mystery?
I guess I don't see what the mystery is, the part that I boldfaced actually sums it up very well. By the way, the square root function does this too -- though ln(x) does flatten out faster, and grows more slowly, than any positive-power function of x as DH said earlier.

But if you want a real mind-blower, look at a plot of ln(ln(x)), and try imagining that increasing without bound.
 
The growth of log(x) is closely related to the growth of the Harmonic series
1 + (1/2) + (1/3) + (1/4) + (1/5) + ...​
 

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