From Surf Wiki (app.surf) — the open knowledge base
Kravchuk polynomials
Discrete orthogonal polynomials
Discrete orthogonal polynomials
Kravchuk polynomials or Krawtchouk polynomials (also written using several other transliterations of the Ukrainian surname Кравчу́к) are discrete orthogonal polynomials associated with the binomial distribution, introduced by . The first few polynomials are (for q = 2): : \mathcal{K}_0(x; n) = 1, : \mathcal{K}_1(x; n) = -2x + n, : \mathcal{K}_2(x; n) = 2x^2 - 2nx + \binom{n}{2}, : \mathcal{K}_3(x; n) = -\frac{4}{3}x^3 + 2nx^2 - (n^2 - n + \frac{2}{3})x + \binom{n}{3}.
The Kravchuk polynomials are a special case of the Meixner polynomials of the first kind.
Definition
For any prime power q and positive integer n, define the Kravchuk polynomial \begin{aligned} \mathcal{K}k(x; n,q) = \mathcal{K}k(x) ={}& \sum{j=0}^{k}(-1)^j (q-1)^{k-j} \binom {x}{j} \binom{n-x}{k-j} \ ={}& \sum{j=0}^k (-1)^j (q-1)^{k-j} \frac{ x^{\underline{j}} }{ j! } \frac{ (n-x)^{\underline{k-j}} }{ (k-j)! } \end{aligned} for k=0,1, \ldots, n . In the second line, the factors depending on x have been rewritten in terms of falling factorials, to aid readers uncomfortable with non-integer arguments of binomial coefficients.
Properties
The Kravchuk polynomial has the following alternative expressions:
:\mathcal{K}k(x; n,q) = \sum{j=0}^{k}(-q)^j (q-1)^{k-j} \binom {n-j}{k-j} \binom{x}{j}. :\mathcal{K}k(x; n,q) = \sum{j=0}^{k}(-1)^j q^{k-j} \binom {n-k+j}{j} \binom{n-x}{k-j}.
Note that there is more that merely recombination of material from the two binomial coefficients separating these from the above definition. In these formulae, only one term of the sum has degree k , whereas in the definition all terms have degree k .
Symmetry relations
For integers i,k \ge 0, we have that :\begin{align} (q-1)^{i} {n \choose i} \mathcal{K}_k(i;n,q) = (q-1)^{k}{n \choose k} \mathcal{K}_i(k;n,q). \end{align}
Orthogonality relations
For non-negative integers r, s,
:\sum_{i=0}^n\binom{n}{i}(q-1)^i\mathcal{K}_r(i; n,q)\mathcal{K}s(i; n,q) = q^n(q-1)^r\binom{n}{r}\delta{r,s}.
Generating function
The generating series of Kravchuk polynomials is given as below. Here z is a formal variable. :\begin{align} (1+(q-1)z)^{n-x}(1-z)^x &= \sum_{k=0}^\infty \mathcal{K}_k(x;n,q) {z^k}. \end{align}
Three term recurrence
The Kravchuk polynomials satisfy the three-term recurrence relation :\begin{align} x \mathcal{K}k(x;n,q) = - q(n-k) \mathcal{K}{k+1}(x;n,q) + (q(n-k) + k(1-q)) \mathcal{K}{k}(x;n,q) - k(1-q)\mathcal{K}{k-1}(x;n,q). \end{align}
References
- {{citation
- {{citation
This article was imported from Wikipedia and is available under the Creative Commons Attribution-ShareAlike 4.0 License. Content has been adapted to SurfDoc format. Original contributors can be found on the article history page.
Ask Mako anything about Kravchuk polynomials — get instant answers, deeper analysis, and related topics.
Research with MakoFree with your Surf account
Create a free account to save articles, ask Mako questions, and organize your research.
Sign up freeThis content may have been generated or modified by AI. CloudSurf Software LLC is not responsible for the accuracy, completeness, or reliability of AI-generated content. Always verify important information from primary sources.
Report