Abstract
Given a sequence of orthogonal polynomials , orthogonal with respect to a positive Borel measure supported on , let be the the sequence of orthogonal polynomials with respect to the modified measure , where r is certain rational function. This work is devoted to the proof of the relative asymptotic formula , on compact subsets of , where and are the zeros and poles of r, and the , are their respective multiplicities.
MSC:
41A60; 42C05; 41A20
1. Introduction
Let be a positive, finite, Borel measure on , such that for all (the set of all non-negative integers)
If there is no other measure , such that for all , it is said that the moment problem associated with is determined (see ([1] Ch. 4)). By a classical result of T. Carleman (see ([1] Th. 4.3)), a sufficient condition in order to the moment problem associated with the sequence in (1) to be determined is
We say that the measure belongs to the class if satisfies (2) and a.e. on with respect to Lebesgue measure.
Let be a rational function, where and are coprime polynomials with respective degrees A and B. We say that is a rational modification (for brevity, modification) of the measure . Write
where , . and
We denote by the sequence of monic orthogonal polynomials with respect to . Assume that is the sequence of monic polynomials of least degree, not identically equal to zero, such that
The existence of is an immediate consequence of (3). Indeed, it is deduced solving an homogeneous linear system with n equations and unknowns. Uniqueness follows from the minimality of the degree of the polynomial. We call the nth monic modified orthogonal polynomial. In ([2] Th.1), explicit formulas are provided in order to compute when the poles and zeros of the rational modification have a multiplicity of one.
Suppose that . If is a positive (finite Borel) measure on , such that is on the Nevai class , in ([3] Th. 1) the authors prove the following asymptotic formula
on . The notation means that the sequence of functions converges to f uniformly on a compact subset K of the region U, denotes the dth derivative of f, is fixed and
In [3], the asymptotic formula (4) is pivotal in examining the asymptotic properties of orthogonal polynomials across a broad range of inner products, encompassing Sobolev-type inner products
where , , is certain kind of complex measure with compact support is defined on the real line, and represents complex numbers outside the support of . The authors compare the Sobolev-type orthogonal polynomials associated with this measure to the orthogonal polynomials with respect to . These asymptotic results are of interest for the electrostatic interpretation of zeros of Jacobi–Sobolev polynomials (cf. [4]).
On the other hand, the use of modified measures provides a stable way of computing the coefficients of the recurrence relation associated to a family of orthogonal polynomials (see ([5] Ch. 2)) and in [6,7] the interest of the modified orthogonal polynomials for the study of the multipoint Padé approximation is shown.
For measures supported on (or ) that satisfy the Carleman condition, G. López in ([8] Th. 4) (or ([8] Th. 3) for ) proves a quite general version of the relative asymptotic formula (4). In this case, if the modification function, , is a non-negative function on in , such that there exists an algebraic polynomial G and for which and belong to , then
where is the Szegö’s function for with respect to , i.e.,
where the roots are selected from the condition Additionally, it is requested that satisfies the Lipschitz condition in and .
Asymptotic results, analogous to those obtained in [3], are obtained in [9] for the particular case of (5), when with (the Laguerre measure).
The aim of this paper is to obtain an analog of (4) for measures supported on . We prove the following theorem.
Theorem 1.
Given a measure , it holds in compact subsets of
for .
This situation is not a particular case of (5), because we consider as a rational function with complex coefficients and no necessarily on .
2. Varying Measures and Carleman’s Condition
In this section, we introduce auxiliary results on varying measures and prove some useful lemmas that allow us to extend results that hold for measures with bounded support to the unbounded case. The following notations will be used throughout the paper:
If is a finite positive Borel measure on , we denote
In this paper, we consider the principal branch of the square root, i.e., , where and .
Lemma 1.
Let μ be a positive Borel measure supported on and suppose that . Then,
- (a)
- a.e. on implies that a.e. on ,
- (b)
- if , then
where, as in (1), denotes the nth moment of the measure .
Proof.
To prove the first assertion note that if , then
The second part is derived using the change of variable in the integral
As , from (9) we have , then . □
Lemma 2.
Assume that , and consider the modification . Then for all .
Proof.
We now proceed by induction. Obviously, the initial case is given by hypothesis.
- Case . Assume that for all . Since , it is immediate that is positive and a.e. on .
Let be the nth moment of the measure , then
where we use that for and , for . Then, using induction hypothesis, we obtain that and the sequence of moments for satisfies Carleman’s condition.
- Case . Repeating the previous arguments, we obtain that if for all then is positive and a.e. on .
For the nth moment of the measure , we have
where we use that for and , for . Then, using induction hypothesis, we obtain that and the sequence of moments for satisfies Carleman’s condition. □
Lemma 3.
[7], Th. 4, Cor. 1. Let be the kth monic orthogonal polynomial with respect to . If a.e. on and then, for each integer k
where .
Lemma 4.
Assume and , with .
- (a)
- Let be the nth orthogonal polynomial with respect to , normalized by the condition , then for , on it holds
- (b)
- Let be the nth monic orthogonal polynomial with respect to , then on it holds
Proof.
(Proof of a). Taking , from the assumptions and Lemma 1, we obtain that is a finite positive Borel measure on , a.e. on and , where is as in (8).
Let be the kth monic orthogonal polynomial with respect to and denote . After a change of variable in the next integral, we obtain
From (12) and (13), we have . Therefore,
From Lemma 3, for ;
Thus,
which establishes (10) for . In order to proof (10) for , we proceed by induction on d.
Assume that formula (10) holds for , then is uniformly bounded on compact subsets . Note that on . This is proved using an analogous of ([3] (2.9)), and the Bell’s polynomials version of the Faa Di Bruno formula, see ([10] pp. 218, 219). The assertion (a) is proved.
Denote by the class of admissible measures in defined in ([11] Sec. 5). Let a positive varying Borel measure supported on and
be the mth orthonormal polynomial with respect to , then ([11] Th. 7)
Lemma 5.
Let be an admissible measure, then for all ,
Proof.
This proof is based on the proof of ([3] Lemma 2). Without loss of generality, let us consider . Applying the Cauchy–Schwarz inequality we have, for
where denotes the Euclidian distance between the two sets. Thus, for (fixed) values of , the sequence of functions in the left hand side of (18) is normal. Thus, we deduce uniform convergence from pointwise convergence. The pointwise limit follows from ([11] Th. 9)
here, is the Chebyshev orthonormal polynomial of the first kind. Therefore, (18) holds if we prove that
Note that , and, for ,
or equivalently
Next, proceed by induction. Start at , expression (18, is obtained from the residue theorem and Cauchy’s integral formula. Then, for we have
Now, assume (19) holds for ; we will prove that it also holds for . Combining (20) and the hypothesis of induction, we obtain
which we wanted to prove. □
Lemma 6.
Let , where , and . We have on compact subsets of
where is defined as in Lemma 4.
Proof.
First, the sequence is well defined because the measure , implies (see Lemma 2).
Let us use the connection formula (14) and the change of variable (7) to obtain
where we use
Take the primitive with respect to z of the previous expression
Since we know that
we rewrite (21) as
Then, we use Lemma 5 and (17) to obtain on compact subsets of ,
Note that by the Cauchy–Schwarz inequality we have for
Then, for each v, the family is uniformly bounded in each , which means by Montel’s theorem (c.f. [12], §5.4, Th. 15) that is normal (see ([12] §5.1 Def. 2)), i.e., we have that from each sequence we can take a subsequence such that
Now, taking the derivative and using the uniqueness of the limit we obtain
on compact subsets , which establishes the formula. □
3. Relative Asymptotic within Certain Class of Varying Measures
In this section, we obtain the asymptotic relation between orthogonal polynomials with respect to different measures of the class , where is any measure of and . Note that, because of Lemma 2, the elements of this class belong to .
To maintain a general tone in the expositions in this section we use and as two measures in having no relation with the previous use of the notation.
Consider and let be the nth orthogonal polynomial with respect to , normalized as . Consider the following relations
for . Apply the change of variable given in (7) to obtain
Note that the polynomial is the nth monic orthogonal polynomial with respect to the varying measure modified by a polynomial term
Following the same reasoning, we obtain that
is the nth monic orthogonal polynomial with respect to . It is not hard to prove that the system is an admissible system, see ([11] Def. p 213). Therefore, by ([11] Th. 10), we have
Theorem 2.
Under the previous hypothesis we have on compact subsets of
where .
Proof.
To prove (24), note that from Lemma 2.
The only hypothesis needed to obtain (23) is . Thus if we let now , then , where .
Therefore, and , where and are the orthogonal polynomials with respect to the measures and , respectively, normalized by having the value at . Therefore, we have
Note that, without loss of generality, we can asume , otherwise the relation between the measures can be reverted, and they still belong to . Stack formula (25 as
where and . Since the measure , (24) holds. □
4. Asymptotic for Orthogonal Polynomials with Respect to a Measure Modified by a Rational Factor
Let , after canceling out common factors, where
Given a measure , denote by a modified measure, note that according to Lemma 2 it holds .
Assume is the polynomial of least degree not identically equal to zero, such that
normalized such that , and is the nth orthogonal polynomial with respect to , normalized such that . We are interested in the asymptotic behavior of in compact subsets of .
Theorem 3.
Let and α and β defined as before. Then for all sufficiently large n, for all fixed , in compact subsets of , it holds
Proof.
First we focus on (27) for where , we have
now, using the change of variables (7) and considering the expression , the previous integral becomes
for . Define the -degree polynomial as
Thus, we can consider with . The measure defines a varying orthogonal polynomial system, satisfying Lemma 3. We denote by the th monic orthogonal polynomial with respect to . According to (29), we have the following quasi-orthogonality of order
Back to (30), we use the connection formula (14) and the change of variables (7) to obtain
Note that or has . Dividing this relation by we get
Set , and introduce the polynomials
We will prove that
To this end, it suffices to show that
where
Now, note that , for is contained in and the sum of the coefficients of for each , is equal to one. Therefore, this family of polynomials is normal. This means that (33) can be prove if we check that, for all such that
, where and c are defined as above. Since and , we can uniquely determine if we find its zeros and leading coefficient. Note that the leading coefficient of is positive and the sum of the absolute value of its coefficients is one. Therefore, we conclude that the leading coefficient is uniquely determined by the zeros. This automatically implies that if and only if it is divisible by .
Note that the factor is in (32) and all the zeros of concentrate on . Thus, we immediately obtain the following A equations, for :
for and .
From Lemma 4 it follows that, for compact subsets , it holds
Relations (35) and (36), together with the fact that is holomorphic with in , imply, using induction on v, that
On the other hand, take in (27), ; . Using (31) and multiplying by we have the additional relations
for each .
Relations (33), (38) and Lemma 6 together with the fact that is holomorphic with and in , give by induction
Remark 1.
- 1.
- The proof depends on the assumption of , we will remove this restriction in Section 5.
- 2.
- We suppose that are monic. We can remove that restriction without loss of generality due to the fact that orthogonal polynomial systems are invariant under the constant modification of measures.
Theorem 3 gives the ratio asymptotic between the orthogonal polynomials with respect to a rational modification of kind (a general rational modification with no zeros at ) denoted as and those orthogonal with respect to a modified measure of type , denoted as .
To obtain the general formula we must find the following limit
on compact subsets of , where is the nth orthogonal polynomial with respect to normalized such that .
5. Proof of Theorem 1
Next, we obtain an analogous of (4) for measures with support on . Define as
wherein is defined in (26) and is the multiplicity of the zero in . Without loss of generality we can assume that there are more zeros than poles on , if not . Also, let be the nth orthogonal polynomial with respect to , normalized by the condition . Denote by the nth orthogonal polynomial with respect to , where , normalized as usual, .
Note that if , and , as defined in Section 4. Under this notation, (6) is written as
in compact subsets of , for .
Proof of Theorem 1.
Let us first observe that is orthogonal with respect to . Then if we set
we obtain that is orthogonal with respect to , and satisfies the hypotheses of Theorem 3, thus we have on compact subsets of
where is given in (28).
On the other hand, is orthogonal with respect to . This means by (39) that is orthogonal with respect to . Thus, taking into account Theorem 2, we have
Multiply the expressions corresponding to
Let us break down this expression into the following terms
On the other hand
Combining these terms in (40) we obtain
Author Contributions
Conceptualization, H.P.-C. and J.Q.-R.; methodology, H.P.-C. and J.Q.-R.; validation, C.F.-S., H.P.-C. and J.Q.-R.; formal analysis, C.F.-S. and J.Q.-R.; investigation, C.F.-S., H.P.-C. and J.Q.-R.; writing—original draft preparation, J.Q.-R.; writing—review and editing, C.F.-S., H.P.-C. and J.Q.-R.; supervision, H.P.-C.; project administration, C.F.-S.; funding acquisition, C.F.-S. All authors have read and agreed to the published version of the manuscript.
Funding
The research of C. Féliz-Sánchez was partially supported by Fondo Nacional de Innovación y Desarrollo Científico y Tecnológico (FONDOCYT), Dominican Republic, under grant 2020-2021-1D1-136.
Data Availability Statement
No new data were created or analyzed in this study. Data sharing is not applicable to this article.
Conflicts of Interest
The authors declare no conflicts of interest.
References
- Schmüdgen, K. The Moment Problem; Graduate Texts in Mathematics; Springer: Cham, Switzerland, 2017; Volume 27. [Google Scholar]
- Uvarov, V.B. The connection between systems of polynomials orthogonal with respect to different distribution functions. USSR Comput. Math. Math. Phys. 1969, 9, 25–36. [Google Scholar] [CrossRef]
- Lagomasino, G.L.; Marcellán, F.; Assche, W.V. Relative asymptotics for orthogonal polynomials with respect to a discrete Sobolev inner product. Constr. Approx. 1995, 11, 107–137. [Google Scholar]
- Pijeira-Cabrera, H.; Quintero-Roba, J.; Toribio-Milane, J. Differential Properties of Jacobi-Sobolev Polynomials and Electrostatic Interpretation. Mathematics 2023, 11, 3420. [Google Scholar] [CrossRef]
- Gautschi, W. Orthogonal Polynomials: Computation and Approximation; Numerical Mathematics and Scientific Computation Series; Oxford University Press: New York, NY, USA, 2004. [Google Scholar]
- Lagomasino, G.L. Survey on multipoint Padé approximation to Markov-type meromorphic functions and asymptotic properties of the orthogonal polynomials generated by them. In Polynômes Orthogonaux et Applications; Lecture Notes in Mathematics; Springer: Berlin/Heidelberg, Germany, 1985; Volume 1171, pp. 309–316. [Google Scholar]
- Lagomasino, G.L. Convergence of Padé approximants of Stieltjes type meromorphic functions and comparative asymptotics for orthogonal polynomials. Mat. Sb. 1988, 136, 46–66, English transl. in Math. USSR Sb. 1989, 64, 207–227.. [Google Scholar]
- Lagomasino, G.L. Relative asymptotics for orthogonal polynomials on the real axis. Mat. Sb. 1988, 137, 500–525, English transl. in Math. USSR Sb. 1990, 65, 505–529.. [Google Scholar]
- Díaz-González, A.; Hernández, J.; Pijeira-Cabrera, H. Sequentially Ordered Sobolev Inner Product and Laguerre–Sobolev Polynomials. Mathematics 2023, 11, 1956. [Google Scholar] [CrossRef]
- Johnson, W. The curious history of Faa di Bruno’s formula. Am. Math. Mon. 2003, 4, 358. [Google Scholar]
- Lagomasino, G.L. Asymptotics of polynomials orthogonal with respect to varying measures. Constr. Approx. 1989, 5, 199–219. [Google Scholar] [CrossRef]
- Ahlfors, L.V. Complex Analysis; McGraw-Hill, Inc.: New York, NY, USA, 1979. [Google Scholar]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).