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d-Orthogonal Polynomial


Let {P_n(x)}_(n>=0) be a polynomial sequence, and let Gamma^1,...,Gamma^d be linear functionals on the space of polynomials. The sequence is d-orthogonal with respect to Gamma=(Gamma^1,...,Gamma^d) if

 <Gamma^alpha,P_m(x)P_n(x)>=0,    n>=md+alpha
(1)

and

 <Gamma^alpha,P_m(x)P_(md+alpha-1)(x)>!=0
(2)

for m>=0 and alpha=1, 2, ..., d. The first conditions are the d-orthogonality conditions, while the second are regularity conditions. Ordinary orthogonal polynomials are recovered when d=1.

A generalized Favard theorem states that a monic polynomial sequence is d-orthogonal iff it satisfies the initial conditions P_0(x)=1, P_1(x)=x-beta_0, and, for d>=2,

P_n(x)=(x-beta_(n-1))P_(n-1)(x)-sum_(nu=0)^(n-2)gamma_(n-1-nu)^(d-1-nu)P_(n-2-nu)(x),    2<=n<=d,
(3)

and the recurrence relation

 P_(m+d+1)(x)=(x-beta_(m+d))P_(m+d)(x)-sum_(nu=0)^(d-1)gamma_(m+d-nu)^(d-1-nu)P_(m+d-1-nu)(x),    m>=0,
(4)

where gamma_(m+1)^0!=0 for m>=0 (Maroni 1989). For d=1, this becomes the usual three-term recurrence for orthogonal polynomials.

A polynomial sequence is called d-symmetric if

 P_n(omegax)=omega^nP_n(x),    omega=exp((2pii)/(d+1)),
(5)

where omega is a root of unity. For a d-orthogonal monic sequence, d-symmetry is equivalent to

P_n(x)=x^n,    0<=n<=d
(6)
P_(n+d+1)(x)=xP_(n+d)(x)-gamma_(n+1)^0P_n(x),    n>=0.
(7)

It also gives the decomposition

 P_((d+1)k+mu)(x)=x^muP_k^([mu+1])(x^(d+1)),    mu=0,1,...,d.
(8)

Consequently, the nonzero roots occur in orbits under multiplication by the (d+1)st roots of unity, and the coefficients in the canonical basis vanish unless their exponents are congruent to the degree modulo d+1 (Douak and Maroni 1992, Mesquita and da Rocha 2026).


See also

Appell Sequence, d-Chebyshev Polynomial, Orthogonal Polynomials, Polynomial Sequence

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References

Douak, K. and Maroni, P. "Les polynômes orthogonaux 'classiques' de dimension deux." Analysis 12, 71-107, 1992. https://doi.org/10.1524/anly.1992.12.12.71.Maroni, P. "L'orthogonalité et les récurrences de polynômes d'ordre supérieur à deux." Ann. Fac. Sci. Toulouse Math. (5) 10, 105-139, 1989. https://doi.org/10.5802/afst.672.Mesquita, T. A. and da Rocha, Z. "On Connection Coefficients of d-Orthogonal Polynomials in Terms of Orthogonal Polynomials and the Canonical Basis." Math. Comput. Sci. 20, #15, 2026. https://doi.org/10.1007/s11786-026-00631-x.

Cite this as:

Weisstein, Eric W. "d-Orthogonal Polynomial." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/d-OrthogonalPolynomial.html

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