- Enumerative combinatorics
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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 {Si} 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 mathematical 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, as shown below, the number of different possible orderings of a deck of n cards is f(n) = n!. Often, no closed form is initially available. In these cases, we frequently first derive a recurrence relation, then solve the recurrence to arrive at the desired closed form.
Finally, f(n) may be expressed by a formal power series, called its generating function, which is most commonly either the ordinary generating function
or the exponential generating function
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
as
. In this case, we write
Once determined, the generating function may allow one to extract all the information given by the previous approaches. In addition, the various natural operations on generating functions such as addition, multiplication, differentiation, etc., have a combinatorial significance; this allows one to extend results from one combinatorial problem in order to solve others.
See also
- Combinatorial principles
- Fundamental theorem of combinatorial enumeration
- Algebraic combinatorics
- Asymptotic combinatorics
- Combinatorial explosion
- Inclusion-exclusion principle
- Method of distinguished element
- Combinatorial species
- Sieve theory
- Pólya enumeration theorem
References
- Bjorner, A. and Stanley, R.P., A Combinatorial Miscellany
- Graham, R.L., Groetschel M., and Lovász L., eds. (1996). Handbook of Combinatorics, Volumes 1 and 2. Elsevier (North-Holland), Amsterdam, and MIT Press, Cambridge, Mass. ISBN 0-262-07169-X.
- Joseph, George Gheverghese (1994) [1991]. The Crest of the Peacock: Non-European Roots of Mathematics (2nd Edition ed.). London: Penguin Books. ISBN 0-14-012529-9.
- Stanley, Richard P. (1997, 1999). Enumerative Combinatorics, Volumes 1 and 2. Cambridge University Press. ISBN 0-521-55309-1, ISBN 0-521-56069-1.
- Combinatorial Analysis – an article in Encyclopædia Britannica Eleventh Edition
- Riordan, John (1958). An Introduction to Combinatorial Analysis, Wiley & Sons, New York (republished).
- Riordan, John (1968). Combinatorial identities, Wiley & Sons, New York (republished).
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