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An overview of Classical Orthogonal Polynomials Roberto S. Costas-Santos University of Alcal a Work supported by MCeI grant MTM2009-12740-C03-01 www.rscosan.com Gaithersburg, March 25, 2014 NIST, 2014 R. S. Costas-Santos : An overview of


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An overview of Classical Orthogonal Polynomials

Roberto S. Costas-Santos

University of Alcal´ a

Work supported by MCeI grant MTM2009-12740-C03-01

www.rscosan.com

Gaithersburg, March 25, 2014

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Outline

1 The basics

Classical Orthogonal Polynomials The Favard’s theorem My First result: the Degenerate Favard’s Theorem

2 The Schemes

The Classical Hypergeometric Orthogonal Polynomials The Classical basic Hypergeometric Orth. Polyn.

3 Some Results

Characterization Theorem Hypergeometric and basic hypergeometric representations The Connection Problem One example. Big q-Jacobi polynomials

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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THE BASICS

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Classical Orthogonal Polynomials

Let (Pn) be a polynomial sequence and u be a functional. Property of orthogonality u, PnPm = d2

nδn,m.

Distributional equation: D(φu) = ψu, deg ψ ≥ 1, deg φ ≤ 2. Three-term recurrence relation: xPn(x) = αnPn+1(x) + βnPn(x) + γnPn+1(x). The weight function dµ(z) = ω(z) dz u, P =

  • Γ

P(z) dµ(z), Γ ⊂ C, .

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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1 Continuous classical orthogonal polynomials

d dx (φ(x)ω(x)) = ψ(x)ω(x),

2 ∆-classical orthogonal polynomials

∇(φ(x)ω(x)) = ψ(x)ω(x), ∆f (x) = f (x + 1) − f (x), ∇f (x) = f (x) − f (x − 1),

3 q-Hahn classical orthogonal polynomials

D1/q(φ(x)ω(x)) = ψ(x)ω(x), Dqf (x) = f (qx)−f (x)

x(q−1) , x = 0, Dqf (0) = f ′(0),

x(s) = c1qs + c2.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Some families

Continuous Classical OP: Jacobi, Hermite, Laguerre and Bessel. ∆-Classical OP: Hahn, Racah, Meixner, Krawtchouk, Charlier, etc. q-Classical OP: Askey Wilson, q-Racah, q-Hahn, Continuous q-Hahn, Big q-Jacobi, q-Hermite, q-Laguerre, Al-Salam-Chihara, Stieltjes-Wigert, etc.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Some families

Continuous Classical OP: Jacobi, Hermite, Laguerre and Bessel. ∆-Classical OP: Hahn, Racah, Meixner, Krawtchouk, Charlier, etc. q-Classical OP: Askey Wilson, q-Racah, q-Hahn, Continuous q-Hahn, Big q-Jacobi, q-Hermite, q-Laguerre, Al-Salam-Chihara, Stieltjes-Wigert, etc.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Some families

Continuous Classical OP: Jacobi, Hermite, Laguerre and Bessel. ∆-Classical OP: Hahn, Racah, Meixner, Krawtchouk, Charlier, etc. q-Classical OP: Askey Wilson, q-Racah, q-Hahn, Continuous q-Hahn, Big q-Jacobi, q-Hermite, q-Laguerre, Al-Salam-Chihara, Stieltjes-Wigert, etc.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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The Favard’s theorem

Let (pn)n∈N0 generated by the TTRR xpn(x) = pn+1(x) + βnpn(x) + γnpn−1(x). Favard’s theorem If γn = 0 ∀n ∈ N then there exists a moments functional L0 : P[x] → C so that L0(pnpm) = rnδn,m with rn a non-vanishing normalization factor.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Degenerate version of Favard’s theorem

Theorem If there exists N so that γN = 0, then (pn) is a MOPS with respect to f , g = L0(fg) +

  • j∈A

L1(T (N)(f )T (N)(g)).

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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THE RELEVANT FAMILIES

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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The Classical Hypergeometric Orthogonal Polynomials

Wilson Racah

  • Cont. Dual Hahn
  • Cont. Hahn

Hahn Dual Hahn Meixner-Pollaczek Jacobi Meixner Krawchuk laguerre Charlier Hermite

F F F F NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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The Classical basic Hypergeometric Orth. Polyn. The scheme is too big to put it on here, let’s go outside to see it ;)

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  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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SOME RESULTS

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  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Characterization Theorems. The continuous version

Let (Pn) be an OPS with respect to ω. The following statements are equivalent:

1 Pn is classical, i.e. (φ(x)ω(x))′ = ψ(x)ω(x). 2 (P′ n+1) is a OPS. 3 (P(k) n+k) is a OPS for any integer k. 4 (First structure relation)

φ(x)P′

n(x) =

αnPn+1(x) + βnPn(x) + γnPn−1(x).

5 (Second structure relation)

Pn(x) = αnP′

n+1(x) +

βnP′

n(x) +

γnP′

n−1(x). 6 (Eigenfunctions of SODE)

φ(x)P′′(x) + ψ(x)P′(x) + λP(x) = 0.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Characterization Theorem (cont.)

Let (Pn) be an OPS with respect to ω. The following statements are equivalent:

1 Pn is classical, i.e. (φ(x)ω(x))′ = ψ(x)ω(x). 2 The Rodrigues Formula for Pn

Pn(x) = Bn ω(x) dn dxn

  • φn(x)ω(x)),

Bn = 0.

3 φ(x)(PnPn−1)′(x) =

gnP2

n(x) − (ψ(x) − φ′(x))Pn(x)Pn−1(x) + hnP2 n−1(x)

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Hypergeometric and basic hypergeometric representations

The continuous and discrete COP can be written in terms of

rFs

a1, a2, . . . , ar b1, b2, . . . , bs

  • z
  • =
  • k≥0

(a1)k(a2)k . . . (ar)k (b1)k(b2)k . . . (bs)k zk k! . The q-discrete COP can be written in terms of

rϕs

a1, . . . , ar b1, . . . , bs

  • z
  • =
  • k≥0

(a1; q)k . . . (ar; q)k (b1; q)k . . . (bs; q)k

  • (−1)kq(

k 2)1+s−r

zk (q; q)k .

(a)k = a(a + 1) · · · (a + k − 1) (a; q)k = (1 − a)(1 − aq) · · · (1 − aqk−1)

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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The Connection Problem

The connection problem is the problem of finding the coefficients ck;n in the expansion of Pn in terms of another sequence of polynomials Rk, i.e. Pn(x) =

n

  • k=0

ck;nRk(x). We are interested into obtaining such coefficients for Classical

  • rthogonal polynomials in a enough ‘general’ context.

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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The example. Big q-Jacobi polynomials

Again let’s go to File 2 :D

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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Some References

(with J.F. S´ anchez-Lara) Extensions of discrete classical

  • rthogonal polynomials beyond the orthogonality. J. Comput.
  • Appl. Math. 225 (2009), no. 2, 440–451

(with F. Marcell´ an) q-Classical orthogonal polynomial: A general difference calculus approach. Acta Appl. Math. 111 (2010), no. 1, 107–128 (with J.F. S´ anchez-Lara) Orthogonality of q-polynomials for non-standard parameters. J. Approx. Theory 163 (2011), no. 9, 1246–1268 (with F. Marcell´ an) The complementary polynomials and the Rodrigues operator of classical orthogonal polynomials. Proc.

  • Amer. Math. Soc. 140 (2012), no. 10, 3485–3493

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  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials
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FINALLY....

THANK YOU FOR YOUR ATTENTION !!

NIST, 2014

  • R. S. Costas-Santos : An overview of Classical Orthogonal Polynomials