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In [[mathematics]], '''Krawtchouk matrices''' are [[matrix (mathematics)|matrices]] whose entries are values of [[Krawtchouk polynomials]] at nonnegative integer points.<ref>N. Bose, “Digital Filters: Theory and Applications” [North-Holland Elsevier, N.Y., 1985]</ref>
<ref>[http://arxiv.org/abs/quant-ph/0702073 P. Feinsilver, J. Kocik: Krawtchouk polynomials and Krawtchouk matrices, ''Recent advances in applied probability'', Springer-Verlag, October, 2004]</ref>
The Krawtchouk matrix ''K<sup>(N)</sup>'' is an ''(N+1)×(N+1)'' matrix. Here are the first few examples:


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<center>
<math>  
K^{(0)}=\begin{bmatrix}
                    1
              \end{bmatrix}
\qquad
K^{(1)}=\left [ \begin{array}{rr}
                  1&1\\
                  1&-1
\end{array}\right ]
\qquad
K^{(2)}=\left [ \begin{array}{rrr}
                  1&1&1\\
                  2&0&-2\\
                  1&-1&1
\end{array}\right ]
\qquad
K^{(3)}=\left [ \begin{array}{rrrr}
              1&1&1&1\\
              3&1&-1&-3\\
              3&-1&-1&3\\
              1&-1&1&-1
\end{array}\right ]
</math>
 
 
<math>
K^{(4)}=\left [ \begin{array}{rrrrr}
              1&1&1&1&1\\
              4&2&0&-2&-4\\
              6&0&-2&0&6\\
              4&-2&0&2&-4\\
              1&-1&1&-1&1
\end{array}\right ]
\qquad
K^{(5)}=\left [ \begin{array}{rrrrrr}
                1&  1& 1& 1& 1& 1\\
                5&  3& 1&-1&-3&-5\\
              10&  2&-2&-2& 2& 10\\
              10& -2&-2& 2& 2&-10\\
                5& -3& 1& 1&-3&5\\
                1& -1& 1&-1& 1&-1
\end{array}\right ].
</math>
</center>
 
In general, for positive integer <math>N</math>, the entries <math>K^{(N)}_{ij}</math> are given via the generating function
:<math> (1+v)^{N-j}\,(1-v)^j=\sum_i v^i K^{(N)}_{ij} </math>
where the row and column indices <math>i</math> and <math>j</math> run from <math>0</math> to <math>N</math>.
 
These Krawtchouk polynomials are orthogonal with respect to symmetric binomial distributions, <math>p=1/2</math>.<ref>[http://dlmf.nist.gov/18.19 Hahn Class: Definitions]</ref>
 
==See also==
*[[Matrix (mathematics)#Square matrices|Square matrix]]
 
 
==References==
{{reflist}}
 
==External links==
*[http://chanoir.math.siu.edu/kravchuk Krawtchouk encyclopedia]
 
[[Category:Matrices]]
 
 
{{Linear-algebra-stub}}

Revision as of 21:44, 8 March 2013

In mathematics, Krawtchouk matrices are matrices whose entries are values of Krawtchouk polynomials at nonnegative integer points.[1] [2] The Krawtchouk matrix K(N) is an (N+1)×(N+1) matrix. Here are the first few examples:




In general, for positive integer , the entries are given via the generating function

where the row and column indices and run from to .

These Krawtchouk polynomials are orthogonal with respect to symmetric binomial distributions, .[3]

See also


References

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