enumerator polynomial

{{short description|Specifies the number of words of a binary linear code of each possible Hamming weight}}

In coding theory, the weight enumerator polynomial of a binary linear code specifies the number of words of each possible Hamming weight.

Let $C \subset \mathbb{F}_2^n$ be a binary linear code of length $n$ . The weight distribution is the sequence of numbers

: $A_t = \#\{c \in C \mid w(c) = t \}$

giving the number of codewords c in C having weight t as t ranges from 0 to n. The weight enumerator is the bivariate polynomial

: $W(C;x,y) = \sum_{w=0}^n A_w x^w y^{n-w}.$

Basic properties

$W(C;0,1) = A_{0}=1$
$W(C;1,1) = \sum_{w=0}^{n}A_{w}=|C|$
$W(C;1,0) = A_{n}= 1 \mbox{ if } (1,\ldots,1)\in C\ \mbox{ and } 0 \mbox{ otherwise}$
$W(C;1,-1) = \sum_{w=0}^{n}A_{w}(-1)^{n-w} = A_{n}+(-1)^{1}A_{n-1}+\ldots+(-1)^{n-1}A_{1}+(-1)^{n}A_{0}$

Denote the dual code of $C \subset \mathbb{F}_2^n$ by

: $C^\perp = \{x \in \mathbb{F}_2^n \,\mid\, \langle x,c\rangle = 0 \mbox{ }\forall c \in C \}$

(where $\langle\ ,\ \rangle$ denotes the vector dot product and which is taken over $\mathbb{F}_2$ ).

The MacWilliams identity states that

: $W(C^\perp;x,y) = \frac{1}{\mid C \mid} W(C;y-x,y+x).$

The identity is named after Jessie MacWilliams.

The distance distribution or inner distribution of a code C of size M and length n is the sequence of numbers

: $A_i = \frac{1}{M} \# \left\lbrace (c_1,c_2) \in C \times C \mid d(c_1,c_2) = i \right\rbrace$

where i ranges from 0 to n. The distance enumerator polynomial is

: $A(C;x,y) = \sum_{i=0}^n A_i x^i y^{n-i}$

and when C is linear this is equal to the weight enumerator.

The outer distribution of C is the 2ⁿ-by-n+1 matrix B with rows indexed by elements of GF(2)ⁿ and columns indexed by integers 0...n, and entries

: $B_{x,i} = \# \left\lbrace c \in C \mid d(c,x) = i \right\rbrace .$

The sum of the rows of B is M times the inner distribution vector (A₀,...,A_n).

A code C is regular if the rows of B corresponding to the codewords of C are all equal.

{{cite book | last=Hill | first=Raymond | title=A first course in coding theory | url=https://archive.org/details/firstcourseincod0000hill | url-access=registration | publisher=Oxford University Press | series=Oxford Applied Mathematics and Computing Science Series | date=1986 | isbn=0-19-853803-0 | pages=[https://archive.org/details/firstcourseincod0000hill/page/165 165–173] }}
{{cite book | last = Pless | first = Vera | authorlink=Vera Pless | title = Introduction to the theory of error-correcting codes|title-link= Introduction to the Theory of Error-Correcting Codes | publisher = John Wiley & Sons|series = Wiley-Interscience Series in Discrete Mathematics | date = 1982| isbn = 0-471-08684-3 | pages=103–119 }}
{{cite book | author=J.H. van Lint | title=Introduction to Coding Theory | edition=2nd | publisher=Springer-Verlag | series=GTM | volume=86 | date=1992 | isbn=3-540-54894-7 | url-access=registration | url=https://archive.org/details/introductiontoco0000lint }} Chapters 3.5 and 4.3.