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In mathematics, the factorial of a non-negative integer n, denoted by n!, is the product of all positive integers less than or equal to n. For example,
Contents
- Definition
- Applications
- Rate of growth and approximations for large n
- Computation
- Number theory
- Series of reciprocals
- The Gamma and Pi functions
- Applications of the Gamma function
- Factorial at the complex plane
- Approximations of factorial
- Non extendability to negative integers
- Factorial like products and functions
- Double factorial
- Multifactorials
- Alternative extension of the multifactorial
- Generalized Stirling numbers expanding the multifactorial functions
- Exact finite sums involving the multiple factorial functions
- Primorial
- Quadruple factorial
- Superfactorial
- Alternative definition
- Hyperfactorial
- References
The value of 0! is 1, according to the convention for an empty product.
The factorial operation is encountered in many areas of mathematics, notably in combinatorics, algebra, and mathematical analysis. Its most basic occurrence is the fact that there are n! ways to arrange n distinct objects into a sequence (i.e., permutations of the set of objects). This fact was known at least as early as the 12th century, to Indian scholars. Fabian Stedman, in 1677, described factorials as applied to change ringing. After describing a recursive approach, Stedman gives a statement of a factorial (using the language of the original):
Now the nature of these methods is such, that the changes on one number comprehends [includes] the changes on all lesser numbers, ... insomuch that a compleat Peal of changes on one number seemeth to be formed by uniting of the compleat Peals on all lesser numbers into one entire body;
The notation n! was introduced by Christian Kramp in 1808.
The definition of the factorial function can also be extended to non-integer arguments, while retaining its most important properties; this involves more advanced mathematics, notably techniques from mathematical analysis.
Definition
The factorial function is formally defined by the product
or by the recurrence relation
The factorial function can also be defined by using the power rule as
All of the above definitions incorporate the instance
in the first case by the convention that the product of no numbers at all is 1. This is convenient because:
The factorial function can also be defined for non-integer values using more advanced mathematics, detailed in the section below. This more generalized definition is used by advanced calculators and mathematical software such as Maple or Mathematica.
Applications
Although the factorial function has its roots in combinatorics, formulas involving factorials occur in many areas of mathematics.
Rate of growth and approximations for large n
As n grows, the factorial n! increases faster than all polynomials and exponential functions (but slower than double exponential functions) in n.
Most approximations for n! are based on approximating its natural logarithm
The graph of the function f(n) = ln n! is shown in the figure on the right. It looks approximately linear for all reasonable values of n, but this intuition is false. We get one of the simplest approximations for ln n! by bounding the sum with an integral from above and below as follows:
which gives us the estimate
Hence
It is sometimes practical to use weaker but simpler estimates. Using the above formula it is easily shown that for all n we have
For large n we get a better estimate for the number n! using Stirling's approximation:
This in fact comes from an asymptotic series for the logarithm, and n factorial lies between this and the next approximation:
Another approximation for ln n! is given by Srinivasa Ramanujan (Ramanujan 1988)
or
Both this and
Computation
If efficiency is not a concern, computing factorials is trivial from an algorithmic point of view: successively multiplying a variable initialized to 1 by the integers 2 up to n (if any) will compute n!, provided the result fits in the variable. In functional languages, the recursive definition is often implemented directly to illustrate recursive functions.
The main practical difficulty in computing factorials is the size of the result. To assure that the exact result will fit for all legal values of even the smallest commonly used integral type (8-bit signed integers) would require more than 700 bits, so no reasonable specification of a factorial function using fixed-size types can avoid questions of overflow. The values 12! and 20! are the largest factorials that can be stored in, respectively, the 32-bit and 64-bit integers commonly used in personal computers. Floating-point representation of an approximated result allows going a bit further, but this also remains quite limited by possible overflow. Most calculators use scientific notation with 2-digit decimal exponents, and the largest factorial that fits is then 69!, because 69! < 10100 < 70!. Other implementations (e.g., computer software such as spreadsheet programs) can often handle larger values.
Most software applications will compute small factorials by direct multiplication or table lookup. Larger factorial values can be approximated using Stirling's formula. Wolfram Alpha can calculate exact results for the ceiling function and floor function applied to the binary, natural and common logarithm of n! for values of n up to 249999, and up to 20,000,000! for the integers.
If the exact values of large factorials are needed, they can be computed using arbitrary-precision arithmetic. Instead of doing the sequential multiplications
The asymptotically best efficiency is obtained by computing n! from its prime factorization. As documented by Peter Borwein, prime factorization allows n! to be computed in time O(n(log n log log n)2), provided that a fast multiplication algorithm is used (for example, the Schönhage–Strassen algorithm). Peter Luschny presents source code and benchmarks for several efficient factorial algorithms, with or without the use of a prime sieve.
Number theory
Factorials have many applications in number theory. In particular, n! is necessarily divisible by all prime numbers up to and including n. As a consequence, n > 5 is a composite number if and only if
A stronger result is Wilson's theorem, which states that
if and only if p is prime.
Legendre's formula gives the multiplicity of the prime p occurring in the prime factorization of
or, equivalently,
where
Adding 1 to a factorial n! yields a number that is divisible by a prime larger than n. This fact can be used to prove Euclid's theorem that the number of primes is infinite. Primes of the form n! ± 1 are called factorial primes.
Series of reciprocals
The reciprocals of factorials produce a convergent series whose sum is Euler's number e:
Although the sum of this series is an irrational number, it is possible to multiply the factorials by positive integers to produce a convergent series with a rational sum:
The convergence of this series to 1 can be seen from the fact that its partial sums are less than one by an inverse factorial. Therefore, the factorials do not form an irrationality sequence.
The Gamma and Pi functions
Besides nonnegative integers, the factorial function can also be defined for non-integer values, but this requires more advanced tools from mathematical analysis. One function that "fills in" the values of the factorial (but with a shift of 1 in the argument) is called the Gamma function, denoted Γ(z), defined for all complex numbers z except the non-positive integers, and given when the real part of z is positive by
Its relation to the factorials is that for any natural number n
Euler's original formula for the Gamma function was
An alternative notation, originally introduced by Gauss, is sometimes used. The Pi function, denoted Π(z) for real numbers z no less than 0, is defined by
In terms of the Gamma function it is
It truly extends the factorial in that
In addition to this, the Pi function satisfies the same recurrence as factorials do, but at every complex value z where it is defined
In fact, this is no longer a recurrence relation but a functional equation. Expressed in terms of the Gamma function this functional equation takes the form
Since the factorial is extended by the Pi function, for every complex value z where it is defined, we can write:
The values of these functions at half-integer values is therefore determined by a single one of them; one has
from which it follows that for n ∈ N,
For example,
It also follows that for n ∈ N,
For example,
The Pi function is certainly not the only way to extend factorials to a function defined at almost all complex values, and not even the only one that is analytic wherever it is defined. Nonetheless it is usually considered the most natural way to extend the values of the factorials to a complex function. For instance, the Bohr–Mollerup theorem states that the Gamma function is the only function that takes the value 1 at 1, satisfies the functional equation Γ(n + 1) = nΓ(n), is meromorphic on the complex numbers, and is log-convex on the positive real axis. A similar statement holds for the Pi function as well, using the Π(n) = nΠ(n − 1) functional equation.
However, there exist complex functions that are probably simpler in the sense of analytic function theory and which interpolate the factorial values. For example, Hadamard's 'Gamma'-function (Hadamard 1894) which, unlike the Gamma function, is an entire function.
Euler also developed a convergent product approximation for the non-integer factorials, which can be seen to be equivalent to the formula for the Gamma function above:
However, this formula does not provide a practical means of computing the Pi or Gamma function, as its rate of convergence is slow.
Applications of the Gamma function
The volume of an n-dimensional hypersphere of radius R is
Factorial at the complex plane
Representation through the Gamma-function allows evaluation of factorial of complex argument. Equilines of amplitude and phase of factorial are shown in figure. Let
Thin lines show intermediate levels of constant modulus and constant phase. At poles
For
The first coefficients of this expansion are
where
Approximations of factorial
For the large values of the argument, factorial can be approximated through the integral of the digamma function, using the continued fraction representation. This approach is due to T. J. Stieltjes (1894). Writing z! = exp(P(z)) where P(z) is
Stieltjes gave a continued fraction for p(z)
The first few coefficients an are
There is a misconception that
Non-extendability to negative integers
The relation n! = n × (n − 1)! allows one to compute the factorial for an integer given the factorial for a smaller integer. The relation can be inverted so that one can compute the factorial for an integer given the factorial for a larger integer:
Note, however, that this recursion does not permit us to compute the factorial of a negative integer; use of the formula to compute (−1)! would require a division by zero, and thus blocks us from computing a factorial value for every negative integer. (Similarly, the Gamma function is not defined for non-positive integers, though it is defined for all other complex numbers.)
Factorial-like products and functions
There are several other integer sequences similar to the factorial that are used in mathematics:
Double factorial
The product of all the odd integers up to some odd positive integer n is called the double factorial of n, and denoted by n!!. That is,
For example, 9!! = 1 × 3 × 5 × 7 × 9 = 945.
The sequence of double factorials for n = 1, 3, 5, 7, ... starts as
1, 3, 15, 105, 945, 10395, 135135, .... (sequence A001147 in the OEIS)Double factorial notation may be used to simplify the expression of certain trigonometric integrals, to provide an expression for the values of the Gamma function at half-integer arguments and the volume of hyperspheres, and to solve many counting problems in combinatorics including counting binary trees with labeled leaves and perfect matchings in complete graphs.
Multifactorials
A common related notation is to use multiple exclamation points to denote a multifactorial, the product of integers in steps of two (
though see the alternative definition below. In addition, similarly to 0! = 1!/1 = 1, one can define:
Some mathematicians have suggested an alternative notation of
In the same way that
Alternative extension of the multifactorial
Alternatively, the multifactorial z!(k) can be extended to most real and complex numbers z by noting that when z is one more than a positive multiple of k then
This last expression is defined much more broadly than the original; with this definition, z!(k) is defined for all complex numbers except the negative real numbers divisible by k. This definition is consistent with the earlier definition only for those integers z satisfying z ≡ 1 mod k.
In addition to extending z!(k) to most complex numbers z, this definition has the feature of working for all positive real values of k. Furthermore, when k = 1, this definition is mathematically equivalent to the Π(z) function, described above. Also, when k = 2, this definition is mathematically equivalent to the alternative extension of the double factorial.
Generalized Stirling numbers expanding the multifactorial functions
A class of generalized Stirling numbers of the first kind is defined for
These generalized
Notice that the distinct polynomial expansions in the previous equations actually define the
The generalized
for
Other combinatorial properties and expansions of these generalized
Exact finite sums involving the multiple factorial functions
Suppose that
and moreover, we similarly have double sum expansions of these functions given by
We notice that the first two sums above are similar in form to a known non-round combinatorial identity for the double factorial function when
Additional finite sum expansions of congruences for the
Primorial
The primorial (sequence A002110 in the OEIS) is similar to the factorial, but with the product taken only over the prime numbers.
Quadruple factorial
Contrary to consistency with the above definition of the term double factorial, the quadruple factorial is not the multifactorial n!(4); it is a much larger number given by (2n)!/n!, starting as
1, 2, 12, 120, 1680, 30240, 665280, ... (sequence A001813 in the OEIS).It is also equal to
Superfactorial
Neil Sloane and Simon Plouffe defined a superfactorial in The Encyclopedia of Integer Sequences (Academic Press, 1995) to be the product of the first
In general
Equivalently, the superfactorial is given by the formula
which is the determinant of a Vandermonde matrix.
The sequence of superfactorials starts (from
Alternative definition
Clifford Pickover in his 1995 book Keys to Infinity used a new notation, n$, to define the superfactorial
or as,
where the [4] notation denotes the hyper4 operator, or using Knuth's up-arrow notation,
This sequence of superfactorials starts:
Here, as is usual for compound exponentiation, the grouping is understood to be from right to left:
Hyperfactorial
Occasionally the hyperfactorial of n is considered. It is written as H(n) and defined by
For n = 1, 2, 3, 4, ... the values H(n) are 1, 4, 108, 27648,... (sequence A002109 in the OEIS).
The asymptotic growth rate is
where A = 1.2824... is the Glaisher–Kinkelin constant. H(14) = 1.8474...×1099 is already almost equal to a googol, and H(15) = 8.0896...×10116 is almost of the same magnitude as the Shannon number, the theoretical number of possible chess games. Compared to the Pickover definition of the superfactorial, the hyperfactorial grows relatively slowly.
The hyperfactorial function can be generalized to complex numbers in a similar way as the factorial function. The resulting function is called the K-function.