Symmetric function

From Wikipedia, the free encyclopedia
Jump to navigation Jump to search

In mathematics, a function of n variables is symmetric if its value is the same no matter the order of its arguments. For example, if is a symmetric function, then for all and such that and are in the domain of f. The most commonly encountered symmetric functions are polynomial functions, which are given by the symmetric polynomials.

A related notion is alternating polynomials, which change sign under an interchange of variables. Aside from polynomial functions, tensors that act as functions of several vectors can be symmetric, and in fact the space of symmetric k-tensors on a vector space V is isomorphic to the space of homogeneous polynomials of degree k on V. Symmetric functions should not be confused with even and odd functions, which have a different sort of symmetry.

Symmetrization[edit]

Given any function f in n variables with values in an abelian group, a symmetric function can be constructed by summing values of f over all permutations of the arguments. Similarly, an anti-symmetric function can be constructed by summing over even permutations and subtracting the sum over odd permutations. These operations are of course not invertible, and could well result in a function that is identically zero for nontrivial functions f. The only general case where f can be recovered if both its symmetrization and anti-symmetrization are known is when n = 2 and the abelian group admits a division by 2 (inverse of doubling); then f is equal to half the sum of its symmetrization and its anti-symmetrization.

Examples[edit]

  • Consider the real function
By definition, a symmetric function with n variables has the property that
etc.
In general, the function remains the same for every permutation of its variables. This means that, in this case,
and so on, for all permutations of
  • Consider the function
If x and y are interchanged the function becomes
which yields exactly the same results as the original f(x,y).
  • Consider now the function
If x and y are interchanged, the function becomes
This function is obviously not the same as the original if ab, which makes it non-symmetric.

Applications[edit]

U-statistics[edit]

In statistics, an n-sample statistic (a function in n variables) that is obtained by bootstrapping symmetrization of a k-sample statistic, yielding a symmetric function in n variables, is called a U-statistic. Examples include the sample mean and sample variance.

See also[edit]

References[edit]

  • F. N. David, M. G. Kendall & D. E. Barton (1966) Symmetric Function and Allied Tables, Cambridge University Press.
  • Joseph P. S. Kung, Gian-Carlo Rota, & Catherine H. Yan (2009) Combinatorics: The Rota Way, §5.1 Symmetric functions, pp 222–5, Cambridge University Press, ISBN 978-0-521-73794-4 .