Enumerative combinatorics

https://en.wikipedia.org/wiki/Enumerative_combinatorics https://en.wikipedia.org/wiki/Twelvefold_way

Enumerative combinatorics is an area of combinatorics that deals with the number of ways that certain patterns can be formed.

Two examples of this type of problem are counting combinations and counting permutations. More generally, given an infinite collection of finite sets S, indexed by the natural numbers, enumerative combinatorics seeks to describe a counting function which counts the number of objects in Sₙ for each n. Although counting the number of elements in a set is a rather broad math problem, many of the problems that arise in applications have a relatively simple combinatorial description.

The twelvefold way provides a unified framework for counting permutations, combinations and partitions.

The simplest such functions are closed formulas, which can be expressed as a composition of elementary functions such as factorials, powers, and so on.

For instance, the number of different possible orderings of a deck of $n$ cards is $f(n) = n!$

The problem of finding a closed formula is known as algebraic enumeration and frequently involves deriving a recurrence relation or generating function and using it to arrive at the desired closed form.

Often, a complicated closed formula yields little insight into the behavior of the counting function as the number of counted objects grows. In these cases, a simple asymptotic approximation may be preferable. A function $g(n)$ is an asymptotic approximation to $f(n)$ if $f(n)/g(n)\to 1$ as $n\to \infty$ In this case, we write: $f(n) \sim g(n)$