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Orthogonal Polynomials and Special Functions

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... It might be stated that the importance of linearization formulas in the study of orthogonal polynomials was superbly highlighted in Richard Askey's famous National Science Foundation Regional Conference lecture series at Virginia Polytechnic Institute in June 1974. These lectures resulted in a beautiful set of lecture notes that Askey lovingly assembled in [1], and in particular in his beautiful chapter, Lecture 5: linearization of products where he discusses the importance and history of linearization formulas for Chebyshev, Gegenbauer (ultraspherical), Jacobi, Krawtchouk, Meixner, Laguerre and Hermite polynomials. One of the beautiful things about linearization coefficients for orthogonal polynomials is that they are surprisingly connected with some beautiful combinatorial problems. ...
... |n−m+1|−p+ 0 1 2 1 + |n − m + 1|, 1 2 − m∧(n + 1) ...
... 1) where n ∈ N 0 , x ∈ C. Hermite polynomials are orthogonal on (−∞, ∞), with orthogonality relation[12, (9.15.2)] ∞ −∞ H m (x)H n (x) e −x 2 dx = √ π 2 n n!δ m,n =: h n δ m,n . (5.2) ...
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By using the three-term recurrence relation for orthogonal polynomials, we produce a collection of two-dimensional contiguous relations for certain generalized hypergeometric functions. These generalized hypergeometric functions arise through linearization coefficients for some classical orthogonal polynomials in the Askey-scheme, namely Gegenbauer (ultraspherical), Hermite, Jacobi and Laguerre polynomials.
... (1.40) Lemma 1. 5 The elements a,k;b, , S a,k have the following properties: ...
... where in the step " " we used the Chu-Vandermonde identity [5]. The lemma is proved. ...
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In this paper, we extend the matrix-resolvent method to the study of the Dubrovin–Zhang type tau-functions for the constrained KP hierarchy and the bigraded Toda hierarchy of (M, 1)-type. We show that the Dubrovin–Zhang type tau-function of an arbitrary solution to the bigraded Toda hierarchy of (M, 1)-type is a Dubrovin–Zhang type tau-function for the constrained KP hierarchy, which generalizes the result in Carlet et al. (Mosc Math J 4:313–332, 2004) and Fu and Yang (J Geom Phys 179:104592, 2022) for the Toda lattice hierarchy and the NLS hierarchy corresponding to the \(M=1\) case.
... It is known that 0 ≤ Γ(L; , ) ≤ 1 and + L=0 Γ(L; , ) = 1, see [1,Chapter 5]. Obviously, the following formal equation holds: ...
... In this section, we discuss how to construct a numerical solution to (1). For this purpose, we first establish some notation. ...
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In this work, we construct numerical solutions to an inverse problem of a nonlinear Helmholtz equation defined in a spherical shell between two concentric spheres centered at the origin.Assuming that the values of the forward problem are known at sufficiently many points, we would like to determine the form of the non-linear term on the right-hand side of the equation via its Chebyshev coefficients.
... Here we have used the Chu-Vandermonde's identity [2]: for any integers 0 ≤ r ≤ k ≤ n, ...
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We extend several celebrated methods in classical analysis for summing series of complex numbers to series of complex matrices. These include the summation methods of Abel, Borel, Ces\'aro, Euler, Lambert, N\"orlund, and Mittag-Leffler, which are frequently used to sum scalar series that are divergent in the conventional sense. One feature of our matrix extensions is that they are fully noncommutative generalizations of their scalar counterparts -- not only is the scalar series replaced by a matrix series, positive weights are replaced by positive definite matrix weights, order on $\mathbb{R}$ replaced by Loewner order, exponential function replaced by matrix exponential function, etc. We will establish the regularity of our matrix summation methods, i.e., when applied to a matrix series convergent in the conventional sense, we obtain the same value for the sum. Our second goal is to provide numerical algorithms that work in conjunction with these summation methods. We discuss how the block and mixed-block summation algorithms, the Kahan compensated summation algorithm, may be applied to matrix sums with similar roundoff error bounds. These summation methods and algorithms apply not only to power or Taylor series of matrices but to any general matrix series including matrix Fourier and Dirichlet series. We will demonstrate the utility of these summation methods: establishing a Fej\'{e}r's theorem and alleviating the Gibbs phenomenon for matrix Fourier series; extending the domains of matrix functions and accurately evaluating them; enhancing the matrix Pad\'e approximation and Schur--Parlett algorithms; and more.
... The classical Chu-Vandermonde identity [3] Since the norms of these Hilbert spaces coincide, then the corresponding inner products also coincide, and therefore the two-variable extremal problem is the same as (2.5). ...
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We give an example of a function $f$ non-vanishing in the closed bidisk and the affine polynomial minimizing the norm of $1-pf$ in the Hardy space of the bidisk among all affine polynomials $p$. We show that this polynomial vanishes inside the bidisk. This provides a counterexample to the weakest form of a conjecture due to Shanks that has been open since 1980, with applications that arose from digital filter design. This counterexample has a simple form and follows naturally from [7], where the phenomenon of zeros seeping into the unit disk was already observed for similar minimization problems in one variable.
... Lemma 2 [40] Let γ > 0, α 1 , α 2 > −1 and x ∈ (−1, 1). Then, we have ...
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In this paper, a high-order and fast numerical method based on the space-time spectral scheme is obtained for solving the space-time fractional telegraph equation. In the proposed method, for discretization of temporal and spatial variables, we consider two cases. We use the Legendre functions for discretization in time. To obtain the full discrete numerical approach, we use a Fourier-like orthogonal function. The convergence and stability analysis for the presented numerical approach is studied and analyzed. Some numerical examples are given for the effectiveness of the numerical approach.
... For n ∈ N 0 and κ, β > −1, the nth Jacobi polynomial P (κ,β) n (x) may be defined by means of Rodrigues' formula (see [4,22,27]): ...
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In this paper, we introduce the U-Bernoulli, U-Euler, and U-Genocchi polynomials, their num- bers, and their relationship with the Riemann zeta function. We also derive the Apostol-type gen- eralizations to obtain some of their algebraic and differential properties. We introduce general- ized U-Bernoulli, U-Euler and U-Genocchi polynomial Pascal-type matrix. We deduce some prod- uct formulas related to this matrix. Furthermore, we establish some explicit expressions for the U-Bernoulli, U-Euler, and U-Genocchi polynomial matrices, which involves the generalized Pascal matrix.
... For n ∈ N 0 and κ, β > −1, the nth Jacobi polynomial P (κ,β) n (x) may be defined by means of Rodrigues' formula (see [4,22,27]): ...
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In this paper, we introduce the $U$-Bernoulli, $U$-Euler, and $U$-Genocchi polynomials, their numbers, and their relationship with the Riemann zeta function. We also derive the Apostol-type generalizations to obtain some of their algebraic and differential properties. We introduce generalized $U$-Bernoulli, $U$-Euler and $U$-Genocchi polynomial Pascal-type matrix. We deduce some product formulas related to this matrix. Furthermore, we establish some explicit expressions for the $U$-Bernoulli, $U$-Euler, and $U$-Genocchi polynomial matrices, which involves the generalized Pascal matrix.
... By this and the Chu-Vandermonde identity [8], we see that ...
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... Generating functions as a powerful tool, have many applications in the diverse fields of mathematics such as statistics, analysis of algorithms, combinatorics, probability theory and special functions. Generating function of special functions and polynomials are represented as infinite series over these polynomials in various types [2], [3], [5], [6] and [8] . For some polynomials this summation does not always contain the terms with integer factorial 1 n! such as Laguerre and Legendre polynomials. ...
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This paper presents a new generating function for Hermite polynomials of one variable in the form of $g(x,t)=\sum_{n=0}^{\infty }t^{n}H^{e}_{n}(x)$ and reveals its connection with incomplete gamma function.
... Generating functions as a powerful tool, have many applications in the diverse fields of mathematics such as statistics, analysis of algorithms, combinatorics, probability theory and special functions. Generating function of special functions and polynomials are represented as infinite series over these polynomials in various types [1], [2], [4], [5] and [7] . For some polynomials this summation does not always contain the terms with integer factorial 1 n! such as Laguerre and Legendre polynomials. ...
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This paper presents a new generating function for Hermite polynomials of one variable in the form of g(x, t) = ∞ n=0 t n H e n (x) and reveals its connection with incomplete gamma function.
... where in the step " " we used the Chu-Vandermonde identity [3]. The lemma is proved. ...
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In this paper, we extend the matrix-resolvent method to the study of the Dubrovin--Zhang type tau-functions for the constrained KP hierarchy and the bigraded Toda hierarchy of $(M,1)$-type. We show that the Dubrovin--Zhang type tau-function of an arbitrary solution to the bigraded Toda hierarchy of $(M,1)$-type is a Dubrovin--Zhang type tau-function for the constrained KP hierarchy, which generalizes the result in [10, 35] for the Toda lattice hierarchy and the NLS hierarchy corresponding to the $M=1$ case.
... The equation (4.9) is commonly referred to as the Vandermonde's identity or the Vandermonde's convolution. Interested readers can find more information on this topic in the relevant literature, such as [2]. ...
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It is known that standard stochastic Galerkin methods encounter challenges when solving partial differential equations with high dimensional random inputs, which are typically caused by the large number of stochastic basis functions required. It becomes crucial to properly choose effective basis functions, such that the dimension of the stochastic approximation space can be reduced. In this work, we focus on the stochastic Galerkin approximation associated with generalized polynomial chaos (gPC), and explore the gPC expansion based on the analysis of variance (ANOVA) decomposition. A concise form of the gPC expansion is presented for each component function of the ANOVA expansion, and an adaptive ANOVA procedure is proposed to construct the overall stochastic Galerkin system. Numerical results demonstrate the efficiency of our proposed adaptive ANOVA stochastic Galerkin method.
... More generally, we may consider a mixing base (Q n,η ) n∈N where the density of Q n,η is a polynomial of degree n in η t x. This leads to the consideration of general linear combinations of ultraspherical polynomials; indeed, finding conditions for such polynomials to be nonnegative (on a given interval) is an ongoing research topic, see Askey (1975). ...
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... The theory of orthogonal polynomials is vast and rich, extending all the way back to the groundbreaking work of Legendre [42], where he introduced the family of polynomials that now bears his name. We direct the interested reader to (some of!) the fundamental treatises on the field [8], [10], [29], [31], [33], [40], [70]. ...
... These functions are widely discussed in every book on special functions. Among many others we cite Abramowitz and Stegun (1972), Askey (1975), Temme (1996) and Mathai and Haubold (2008). Here, we briefly introduce the hypergeometric function with its most relevant properties. ...
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... By this and the Chu-Vandermonde identity [7], we see that ...
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We consider power means of independent and identically distributed (i.i.d.) non-integrable random variables. The power mean is a homogeneous quasi-arithmetic mean, and under some conditions, several limit theorems hold for the power mean as well as for the arithmetic mean of i.i.d. integrable random variables. We establish integrabilities and a limit theorem for the variances of the power mean of i.i.d. non-integrable random variables. We also consider behaviors of the power mean when the parameter of the power varies. Our feature is that the generator of the power mean is allowed to be complex-valued, which enables us to consider the power mean of random variables supported on the whole set of real numbers. The complex-valued power mean is an unbiased strongly-consistent estimator for the joint of the location and scale parameters of the Cauchy distribution.
... Since inequalities for trigonometric sums have remarkable applications in various fields, like, for instance, geometric function theory and the theory of absolutely and completely monotonic functions, they have attracted the attention of numerous researchers. Detailed information on this subject, including many references and interesting historical comments, can be found in Askey [1], Askey and Gasper [2], Milovanović et al. [5, chapter 4], Raigorodskii and Rassias [6]. ...
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