Function Behavior of Cheatsheet

For exercises involving taking limits of common elementary functions, this summary of elementary function behavior near $\infty$ / $-\infty$ and near $0$ is indispensable.

General Growth/Decay Rate Comparison

$$e^{c^x} > x! > \tan(x) > e^x > x^n > x > \log(x)$$

Factorials

* Factorials are exceeded in growth rate only by _double exponential functions_ (e.g. $a_n = n^n \space \text{or} \space b_n = e^{x^c}$).

$$ \text{For instance, if} \space \{a_n\} = \frac{n!}{n^n} \space \text{, then} \space \lim_{n\to\infty} \{a_n\} = 0 $$

As $n\to\infty \text{,}$ $\{a_n\} \to 0$ because $n^n$ grows faster than $n!$.

More details about growth rates and other data about factorials can be found on Wikipedia.

Polynomials & Poly-Types*

  1. The highest power term dominates for polynomials/poly-types near $\infty$ and $-\infty$

    If the highest-degree term of $f(x)$ is $ax^n$, then $f(x) \sim ax^n$ as $x \to \infty$ or $x \to -\infty$.

  2. The lowest power dominates for polynomials/poly-types near zero (0).

    If the lowest-degree term of $f(x)$ is $bx^m$, then $f(x) \sim bx^m$ as $x \to 0$.


Exponential Functions

Behavior near $\infty$ and $-\infty$

Remember (important): exponentials grow faster than polynomials.

This means that, for example:

$$\lim_\limits{x\to \infty}\frac{x^n}{e^x} = 0$$

You can also write that as $e^{-x}x^n$, and divide by $x^n$, to get:

$e^{-x} \le \frac{C}{x^n}$ for all $x > 0$


Behavior near $0$


Logarithmic Functions

Behavior near $\infty$

Logs grow more slowly than any other function of $x$, near infinity. In fact, for any positive number $a > 0$, no matter how small, you have:

$$\lim_\limits{x\to \infty} \frac{\ln(x)}{x^a} = 0$$

Similarly,

$$\ln(x) \le Cx^a \text{ for all } x > 1$$

Behavior near $0$

Always remember that:

$$\lim_\limits{x\to 0^+}x^a\ln(x) = 0$$

Trigonometric Functions

Behavior near $\infty$ and $-\infty$


Behavior near $0$


* "Poly-type" functions: functions involving terms with rational exponents, like the example below, are not technically polynomial functions. But their behavior at the extremes is similar to polynomials, so I've grouped them together in terms of behavior.

$$f(x) = 2x^5+4x^2+17x^{2/3}-12 \quad \quad g(x) = \sqrt{x^9-27x^3+81} \quad \quad h(x) = x^8 - \sqrt{x^2-\sqrt[4]{x^2+3}}$$

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