In mathematics, Romanovski polynomials is an informal term for one of three finite subsets of real orthogonal polynomials discovered by Vsevolod Romanovsky (Romanovski in French transcription) within the context of probability distribution functions in statistics. They form an orthogonal subset of a more general family of little-known Routh polynomials introduced Edward John Routh in 1884. The term Romanovski polynomials was put forward by Raposo, with reference to the so-called 'pseudo Jacobi polynomials in Lesky's classification scheme. It seems more consistent to refer to them as Romanovski–Routh polynomials, by analogy with the terms Romanovski–Bessel and Romanovski–Jacobi used by Lesky for two other sets of orthogonal polynomials.
Contents
- The differential equation for the Romanovski polynomials
- Relationship between the polynomials of Romanovski and Jacobi
- Explicit construction
- Orthogonality
- Generating function
- Recurrence relations
- References
In some contrast to the standard classical orthogonal polynomials, the polynomials under consideration differ, in so far as for arbitrary parameters only a finite number of them are orthogonal, as discussed in more detail below.
The differential equation for the Romanovski polynomials
The Romanovski polynomials solve the following version of the hypergeometric differential equation
Curiously, they have been omitted from the standard text books on special functions in mathematical physics and in mathematics and have only a relatively scarce presence elsewhere in the mathematical literature.
The weight functions are
they solve Pearson's differential equation
that assures the self-adjointness of the differential operator of the hypergeometric ordinary differential equation.
For α=0 and negative β values, the weight function of the Romanovski polynomials takes the shape of the Cauchy distribution, whence the associated polynomials are also denoted as Cauchy polynomials in their applications in random matrix theory.
The Rodrigues formula specifies the polynomial Rn(αβ)(x) as
where Nn is a normalization constant. This constant is related to the coefficient
which holds for n ≥ 1.
Relationship between the polynomials of Romanovski and Jacobi
As shown by Askey this finite sequence of real orthogonal polynomials can be expressed in terms of Jacobi polynomials of imaginary argument and thereby is frequently referred to as complexified Jacobi polynomials. Namely, the Romanovski equation (1) can be formally obtained from the Jacobi equation,
via the replacements, for real x,
in which case one finds
(with suitably chosen normalization constants for the Jacobi polynomials). However, this alternative expression is not useful when considering the orthogonality properties. The issue is that the orthogonality integrals of the complex Jacobi polynomials depend on the integration contour. In an orthogonality relation for Jacobi polynomials along the imaginary axis has been given, as required by the replacements in (7), but only for a limited case of real, not integer, parameters.
Notice the invertibility of (8) according to
where, now, Pn(αβ)(x) is a real Jacobi polynomial and
would be a complex Romanovski polynomial.
Explicit construction
For real α, β and n = 0,1,2, ..., a function Rn(αβ)(x) can be defined by the Rodrigues formula in Eq. (4) as
where
Note that we have chosen the normalization constants
Also note that the coefficient
where
For later reference, we write explicitly the polynomials of degree 0, 1, and 2,
which derive from the Rodrigues formula (10) in conjunction with Pearson's ODE (3).
Orthogonality
The two polynomials,
if and only if,
In other words, for arbitrary parameters, only a finite number of Romanovski polynomials are orthogonal. This property is referred to as ``finite orthogonality. However, for some special cases in which the parameters depend in a particular way on the polynomial degree infinite orthogonality can be achieved.
This is the case of a version of the equation (1) that has been independently encountered anew within the context of the exact solubility of the quantum mechanical problem of the trigonometric Rosen–Morse potential and reported in . There, the polynomial parameters
Correspondingly,
is orthogonal.
Generating function
In, polynomials,
In taking into account the relation,
Eq. (16) becomes equivalent to
and thus links the complementary to the principal Romanovski polynomials. The main attraction of the complementary polynomials is that their generating function can be calculated in closed form . Such a generating function, written for the Romanovski polynomials based on Eq. (18) with the parameters in (14) and therefore referring to infinite orthogonality, has been introduced as
The notational differences between and those used here are summarized as follows: (i)
Recurrence relations
Recurrence relations between the infinite orthogonal series of Romanovski polynomials with the parameters in the above equations (14) follow from the generating function,
and
as Eqs.(10) and (23) of, respectively.