Tuesday, November 13, 2018

real analysis - How to prove that exponential grows faster than polynomial?


In other words, how to prove:




For all real constants a and b such that a>1,


lim



I know the definition of limit but I feel that it's not enough to prove this theorem.


Answer



We could prove this by induction on integers k:


\lim_{n \to \infty} \frac{n^k}{a^n} = 0.


The case k = 0 is straightforward. I will leave the induction step to you. To see how this implies the statement for all real b, just note that every real number is less than some integer. In particular, b \leq \lceil b \rceil. Thus,


0 \leq \lim_{n \to \infty} \frac{n^b}{a^n} \leq \lim_{n \to \infty} \frac{n^{\lceil b \rceil}}{a^n} = 0.



The first inequality follows since all the terms are positive. The last equality follows from the induction we established previously.


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