Krawtchouk Polynomial Calculator

Discrete binomial orthogonality

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About Krawtchouk Polynomial Calculator

A Krawtchouk polynomial calculator computing K_k(x;n,p) = Σ (-1)^j·C(x,j)·C(n-x,k-j)·p^{-j}·(1-p)^{j-k}. Orthogonal with respect to the binomial distribution. Used in coding theory (MacWilliams transform), association schemes, quantum information. Client-side.

Krawtchouk Polynomial Calculator Features

  • K_k(x;n,p) value
  • Recurrence
  • Coding theory
  • Table display
  • Special cases
Krawtchouk polynomials: K_k(x;n,p) orthogonal w.r.t. binomial distribution B(n,p). For p=½: K_k(x)=Σ(-1)^j·C(x,j)·C(n-x,k-j). Used in coding theory: the MacWilliams transform uses Krawtchouk, connecting weight distributions of a code and its dual.

How to Use

Enter k, x, n, p:

  • K_k: Polynomial value
  • Table: All values
  • Coding: Weight enumerator

Coding Theory

MacWilliams identity: B(x) = (1/|C|)·Σ A_j·K_j(x;n,½). This relates weight distribution {A_j} of code C to its dual. Krawtchouk polynomials are the transform kernel, analogous to Fourier for the Hamming scheme.

Properties

K_k(0;n,p) = C(n,k)(1-p)^k. Symmetry: C(n,k)p^k(1-p)^{n-k}K_j(k) = C(n,j)p^j(1-p)^{n-j}K_k(j). Three-term recurrence available.

Step-by-Step Instructions

  1. 1Enter parameters.
  2. 2Compute K_k.
  3. 3View table.
  4. 4See coding connection.
  5. 5Compare cases.

Krawtchouk Polynomial Calculator — Frequently Asked Questions

Why Krawtchouk in coding theory?+

The Hamming scheme on {0,1}^n has Krawtchouk polynomials as its eigenvalues. The MacWilliams identity uses them to relate code and dual code weight distributions. Linear programming bounds for error-correcting codes use Krawtchouk non-negativity conditions.

How do they relate to other orthogonal polynomials?+

Krawtchouk are the discrete analog of Hermite polynomials (limit as n→∞, p→0, np→λ gives Charlier, then Hermite). They're part of the Askey scheme of hypergeometric orthogonal polynomials.

What about quantum information?+

Krawtchouk polynomials appear in quantum error correction, spin chain models, and the quantum Hamming scheme. Quantum codes have dual distance constraints expressed via Krawtchouk.

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