Exponential Dominates Polynomial
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Theorem
Let $\exp$ denote the real exponential function.
Let $k \in \N$.
Let $\alpha \in \R_{>0}$.
Then:
- $\exists N \in \N: \forall x \in \R_{>N}: \map \exp {\alpha x} > x^k$
Proof
Choose any $N > \dfrac {\paren {k + 1}!} {\alpha^{k + 1} }$, where $!$ denotes the factorial.
By Taylor Series Expansion for Exponential Function we have for $x \in \R_{\ge 0}$:
- $\ds \map \exp {\alpha x} = \sum_{m \mathop \ge 0} \frac {\paren {\alpha x}^m}{m!} > \frac {\paren {\alpha x}^{k + 1} } {\paren {k + 1}!}$
Therefore, for $x > N$:
\(\ds \map \exp {\alpha x}\) | \(>\) | \(\ds \frac {\paren {\alpha x}^{k + 1} } {\paren {k + 1}!}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \frac {x \alpha^{k + 1} } {\paren {k + 1}!} x^k\) | factoring out an $x$ | |||||||||||
\(\ds \) | \(>\) | \(\ds \frac {N \alpha^{k + 1} } {\paren {k + 1}!} x^k\) | because $x > N$ | |||||||||||
\(\ds \) | \(>\) | \(\ds \frac {\paren {\dfrac {\paren {k + 1}!} {\alpha^{k + 1} } } \alpha^{k + 1} } {\paren {k + 1}!} x^k\) | Definition of $N$ | |||||||||||
\(\ds \) | \(=\) | \(\ds x^k\) |
$\blacksquare$