Shifted Jacobi Polynomials and Delannoy Numbers
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Total Positivity of Narayana Matrices Can Also Be Obtained by a Similar Combinatorial Approach?
Total positivity of Narayana matrices Yi Wanga, Arthur L.B. Yangb aSchool of Mathematical Sciences, Dalian University of Technology, Dalian 116024, P.R. China bCenter for Combinatorics, LPMC, Nankai University, Tianjin 300071, P.R. China Abstract We prove the total positivity of the Narayana triangles of type A and type B, and thus affirmatively confirm a conjecture of Chen, Liang and Wang and a conjecture of Pan and Zeng. We also prove the strict total positivity of the Narayana squares of type A and type B. Keywords: Totally positive matrices, the Narayana triangle of type A, the Narayana triangle of type B, the Narayana square of type A, the Narayana square of type B AMS Classification 2010: 05A10, 05A20 1. Introduction Let M be a (finite or infinite) matrix of real numbers. We say that M is totally positive (TP) if all its minors are nonnegative, and we say that it is strictly totally positive (STP) if all its minors are positive. Total positivity is an important and powerful concept and arises often in analysis, algebra, statistics and probability, as well as in combinatorics. See [1, 6, 7, 9, 10, 13, 14, 18] for instance. n Let C(n, k)= k . It is well known [14, P. 137] that the Pascal triangle arXiv:1702.07822v1 [math.CO] 25 Feb 2017 1 1 1 1 2 1 P = [C(n, k)]n,k≥0 = 13 31 14641 . . .. Email addresses: [email protected] (Yi Wang), [email protected] (Arthur L.B. Yang) Preprint submitted to Elsevier April 12, 2018 is totally positive. -
Motzkin Paths, Motzkin Polynomials and Recurrence Relations
Motzkin paths, Motzkin polynomials and recurrence relations Roy Oste and Joris Van der Jeugt Department of Applied Mathematics, Computer Science and Statistics Ghent University B-9000 Gent, Belgium [email protected], [email protected] Submitted: Oct 24, 2014; Accepted: Apr 4, 2015; Published: Apr 21, 2015 Mathematics Subject Classifications: 05A10, 05A15 Abstract We consider the Motzkin paths which are simple combinatorial objects appear- ing in many contexts. They are counted by the Motzkin numbers, related to the well known Catalan numbers. Associated with the Motzkin paths, we introduce the Motzkin polynomial, which is a multi-variable polynomial “counting” all Motzkin paths of a certain type. Motzkin polynomials (also called Jacobi-Rogers polyno- mials) have been studied before, but here we deduce some properties based on recurrence relations. The recurrence relations proved here also allow an efficient computation of the Motzkin polynomials. Finally, we show that the matrix en- tries of powers of an arbitrary tridiagonal matrix are essentially given by Motzkin polynomials, a property commonly known but usually stated without proof. 1 Introduction Catalan numbers and Motzkin numbers have a long history in combinatorics [19, 20]. 1 2n A lot of enumeration problems are counted by the Catalan numbers Cn = n+1 n , see e.g. [20]. Closely related to Catalan numbers are Motzkin numbers M , n ⌊n/2⌋ n M = C n 2k k Xk=0 similarly associated to many counting problems, see e.g. [9, 1, 18]. For example, the number of different ways of drawing non-intersecting chords between n points on a circle is counted by the Motzkin numbers. -
A86 INTEGERS 21 (2021) on SOME P -ADIC PROPERTIES AND
#A86 INTEGERS 21 (2021) ON SOME p -ADIC PROPERTIES AND SUPERCONGRUENCES OF DELANNOY AND SCHRODER¨ NUMBERS Tam´asLengyel Department of Mathematics, Occidental College, USA [email protected] Received: 2/27/21, Revised: 6/7/21, Accepted: 8/13/21, Published: 8/27/21 Abstract The Delannoy number d(n) is defined as the number of paths from (0; 0) to (n; n) with steps (1,0), (1,1), and (0,1), which is equal to the number of paths from (0; 0) to (2n; 0) using only steps (1; 1), (2; 0) and (1; −1). The Schr¨odernumber s(n) counts only those paths that never go below the x-axis. We discuss some p-adic properties n n of the sequences fd(p )gn!1, and fd(ap + b)gn!1 with a 2 N,(a; p) = 1, b 2 Z, and prime p. We also present similar p-adic properties of the Schr¨odernumbers. We provide several supercongruences for these numbers and their differences. Some conjectures are also proposed. 1. Introduction The central Delannoy number d(n) is defined as the number of paths from (0; 0) to (n; n) in an n × n grid using only steps north, northeast and east (i.e., steps (1,0), (1,1), and (0,1)). With n ≥ 0 the first few values are: 1, 3, 13, 63, 321, 1683, 8989, cf. A001850,[8]. It is also the number of paths from (0; 0) to (2n; 0) using only steps (1; 1), (2; 0) and (1; −1). The corresponding paths are called Delannoy paths. -
32 FA15 Abstracts
32 FA15 Abstracts IP1 metric simple exclusion process and the KPZ equation. In Vector-Valued Nonsymmetric and Symmetric Jack addition, the experiments of Takeuchi and Sano will be and Macdonald Polynomials briefly discussed. For each partition τ of N there are irreducible representa- Craig A. Tracy tions of the symmetric group SN and the associated Hecke University of California, Davis algebra HN (q) on a real vector space Vτ whose basis is [email protected] indexed by the set of reverse standard Young tableaux of shape τ. The talk concerns orthogonal bases of Vτ -valued polynomials of x ∈ RN . The bases consist of polyno- IP6 mials which are simultaneous eigenfunctions of commuta- Limits of Orthogonal Polynomials and Contrac- tive algebras of differential-difference operators, which are tions of Lie Algebras parametrized by κ and (q, t) respectively. These polynomi- als reduce to the ordinary Jack and Macdonald polynomials In this talk, I will discuss the connection between superin- when the partition has just one part (N). The polynomi- tegrable systems and classical systems of orthogonal poly- als are constructed by means of the Yang-Baxter graph. nomials in particular in the expansion coefficients between There is a natural bilinear form, which is positive-definite separable coordinate systems, related to representations of for certain ranges of parameter values depending on τ,and the (quadratic) symmetry algebras. This connection al- there are integral kernels related to the bilinear form for lows us to extend the Askey scheme of classical orthogonal the group case, of Gaussian and of torus type. The mate- polynomials and the limiting processes within the scheme. -
Orthogonal Functions: the Legendre, Laguerre, and Hermite Polynomials
ORTHOGONAL FUNCTIONS: THE LEGENDRE, LAGUERRE, AND HERMITE POLYNOMIALS THOMAS COVERSON, SAVARNIK DIXIT, ALYSHA HARBOUR, AND TYLER OTTO Abstract. The Legendre, Laguerre, and Hermite equations are all homogeneous second order Sturm-Liouville equations. Using the Sturm-Liouville Theory we will be able to show that polynomial solutions to these equations are orthogonal. In a more general context, finding that these solutions are orthogonal allows us to write a function as a Fourier series with respect to these solutions. 1. Introduction The Legendre, Laguerre, and Hermite equations have many real world practical uses which we will not discuss here. We will only focus on the methods of solution and use in a mathematical sense. In solving these equations explicit solutions cannot be found. That is solutions in in terms of elementary functions cannot be found. In many cases it is easier to find a numerical or series solution. There is a generalized Fourier series theory which allows one to write a function f(x) as a linear combination of an orthogonal system of functions φ1(x),φ2(x),...,φn(x),... on [a; b]. The series produced is called the Fourier series with respect to the orthogonal system. While the R b a f(x)φn(x)dx coefficients ,which can be determined by the formula cn = R b 2 , a φn(x)dx are called the Fourier coefficients with respect to the orthogonal system. We are concerned only with showing that the Legendre, Laguerre, and Hermite polynomial solutions are orthogonal and can thus be used to form a Fourier series. In order to proceed we must define an inner product and define what it means for a linear operator to be self- adjoint. -
Generalizations and Specializations of Generating Functions for Jacobi, Gegenbauer, Chebyshev and Legendre Polynomials with Definite Integrals
Journal of Classical Analysis Volume 3, Number 1 (2013), 17–33 doi:10.7153/jca-03-02 GENERALIZATIONS AND SPECIALIZATIONS OF GENERATING FUNCTIONS FOR JACOBI, GEGENBAUER, CHEBYSHEV AND LEGENDRE POLYNOMIALS WITH DEFINITE INTEGRALS HOWARD S. COHL AND CONNOR MACKENZIE Abstract. In this paper we generalize and specialize generating functions for classical orthogo- nal polynomials, namely Jacobi, Gegenbauer, Chebyshev and Legendre polynomials. We derive a generalization of the generating function for Gegenbauer polynomials through extension a two element sequence of generating functions for Jacobi polynomials. Specializations of generat- ing functions are accomplished through the re-expression of Gauss hypergeometric functions in terms of less general functions. Definite integrals which correspond to the presented orthogonal polynomial series expansions are also given. 1. Introduction This paper concerns itself with analysis of generating functions for Jacobi, Gegen- bauer, Chebyshev and Legendre polynomials involving generalization and specializa- tion by re-expression of Gauss hypergeometric generating functions for these orthog- onal polynomials. The generalizations that we present here are for two of the most important generating functions for Jacobi polynomials, namely [4, (4.3.1–2)].1 In fact, these are the first two generating functions which appear in Section 4.3 of [4]. As we will show, these two generating functions, traditionally expressed in terms of Gauss hy- pergeometric functions, can be re-expressed in terms of associated Legendre functions (and also in terms of Ferrers functions, associated Legendre functions on the real seg- ment ( 1,1)). Our Jacobi polynomial generating function generalizations, Theorem 1, Corollary− 1 and Corollary 2, generalize the generating function for Gegenbauer polyno- mials. -
BASIC DISCRETE MATHEMATICS Contents 1. Introduction 2 2. Graphs
BASIC DISCRETE MATHEMATICS DAVID GALVIN, DEPARTMENT OF MATHEMATICS, UNIVERSITY OF NOTRE DAME Abstract. This document includes lecture notes, homework and exams from the Spring 2017 incarnation of Math 60610 | Basic Discrete Mathematics, a graduate course offered by the Department of Mathematics at the University of Notre Dame. The notes have been written in a single pass, and as such may well contain typographical (and sometimes more substantial) errors. Comments and corrections will be happily received at [email protected]. Contents 1. Introduction 2 2. Graphs and trees | basic definitions and questions 3 3. The extremal question for trees, and some basic properties 5 4. The enumerative question for trees | Cayley's formula 6 5. Proof of Cayley's formula 7 6. Pr¨ufer's proof of Cayley 12 7. Otter's formula 15 8. Some problems 15 9. Some basic counting problems 18 10. Subsets of a set 19 11. Binomial coefficient identities 20 12. Some problems 25 13. Multisets, weak compositions, compositions 30 14. Set partitions 32 15. Some problems 37 16. Inclusion-exclusion 39 17. Some problems 45 18. Partitions of an integer 47 19. Some problems 49 20. The Twelvefold way 49 21. Generating functions 51 22. Some problems 59 23. Operations on power series 61 24. The Catalan numbers 62 25. Some problems 69 26. Some examples of two-variable generating functions 70 27. Binomial coefficients 71 28. Delannoy numbers 71 29. Some problems 74 30. Stirling numbers of the second kind 76 Date: Spring 2017; version of December 13, 2017. 1 2 DAVID GALVIN, DEPARTMENT OF MATHEMATICS, UNIVERSITY OF NOTRE DAME 31. -
Arxiv:2008.08079V2 [Math.FA] 29 Dec 2020 Hypergroups Is Not Required)
HARMONIC ANALYSIS OF LITTLE q-LEGENDRE POLYNOMIALS STEFAN KAHLER Abstract. Many classes of orthogonal polynomials satisfy a specific linearization prop- erty giving rise to a polynomial hypergroup structure, which offers an elegant and fruitful link to harmonic and functional analysis. From the opposite point of view, this allows regarding certain Banach algebras as L1-algebras, associated with underlying orthogonal polynomials or with the corresponding orthogonalization measures. The individual be- havior strongly depends on these underlying polynomials. We study the little q-Legendre polynomials, which are orthogonal with respect to a discrete measure. Their L1-algebras have been known to be not amenable but to satisfy some weaker properties like right character amenability. We will show that the L1-algebras associated with the little q- Legendre polynomials share the property that every element can be approximated by linear combinations of idempotents. This particularly implies that these L1-algebras are weakly amenable (i. e., every bounded derivation into the dual module is an inner deriva- tion), which is known to be shared by any L1-algebra of a locally compact group. As a crucial tool, we establish certain uniform boundedness properties of the characters. Our strategy relies on continued fractions, character estimations and asymptotic behavior. 1. Introduction 1.1. Motivation. One of the most famous results of mathematics, the ‘Banach–Tarski paradox’, states that any ball in d ≥ 3 dimensions can be split into a finite number of pieces in such a way that these pieces can be reassembled into two balls of the original size. It is also well-known that there is no analogue for d 2 f1; 2g, and the Banach–Tarski paradox heavily relies on the axiom of choice [37]. -
Divisors and Specializations of Lucas Polynomials Tewodros Amdeberhan, Mahir Bilen Can, and Melanie Jensen
Journal of Combinatorics Volume 6, Number 1–2, 69–89, 2015 Divisors and specializations of Lucas polynomials Tewodros Amdeberhan, Mahir Bilen Can, and Melanie Jensen Three-term recurrences have infused a stupendous amount of re- search in a broad spectrum of the sciences, such as orthogonal polynomials (in special functions) and lattice paths (in enumera- tive combinatorics). Among these are the Lucas polynomials, which have seen a recent true revival. In this paper one of the themes of investigation is the specialization to the Pell and Delannoy num- bers. The underpinning motivation comprises primarily of divis- ibility and symmetry. One of the most remarkable findings is a structural decomposition of the Lucas polynomials into what we term as flat and sharp analogs. AMS 2010 subject classifications: 05A10, 11B39. Keywords and phrases: Lucas polynomials, flat and sharp lucanomi- als, divisors, Iwahori-Hecke algebra. 1. Introduction In this paper, we focus on two themes in Lucas polynomials, the first of which has a rather ancient flavor. In mathematics, often, the simplest ideas carry most importance, and hence they live longest. Among all combina- torial sequences, the (misattributed) Pell sequence seem to be particularly resilient. Defined by the simple recurrence (1.1) Pn =2Pn−1 + Pn−2 for n ≥ 2, with respect to initial conditions P0 =0,P1 = 1, Pell numbers appear in ancient texts (for example, in Shulba Sutra, approximately 800 BC). The first eight values of Pn are given by (0, 1, 2, 5, 12, 29, 70, 169), and the remainders modulo 3 are (1.2) (P0,P1,P2,P3,P4,P5,P6,P7) ≡3 (0, 1, 2, 2, 0, 2, 1, 1). -
Algorithms for Classical Orthogonal Polynomials
Konrad-Zuse-Zentrum für Informationstechnik Berlin Takustr. 7, D-14195 Berlin - Dahlem Wolfram Ko epf Dieter Schmersau Algorithms for Classical Orthogonal Polynomials at Berlin Fachb ereich Mathematik und Informatik der Freien Universit Preprint SC Septemb er Algorithms for Classical Orthogonal Polynomials Wolfram Ko epf Dieter Schmersau koepfzibde Abstract In this article explicit formulas for the recurrence equation p x A x B p x C p x n+1 n n n n n1 and the derivative rules 0 x p x p x p x p x n n+1 n n n n1 n and 0 p x p x x p x x n n n n1 n n resp ectively which are valid for the orthogonal p olynomial solutions p x of the dierential n equation 00 0 x y x x y x y x n of hyp ergeometric typ e are develop ed that dep end only on the co ecients x and x which themselves are p olynomials wrt x of degrees not larger than and resp ectively Partial solutions of this problem had b een previously published by Tricomi and recently by Yanez Dehesa and Nikiforov Our formulas yield an algorithm with which it can b e decided whether a given holonomic recur rence equation ie one with p olynomial co ecients generates a family of classical orthogonal p olynomials and returns the corresp onding data density function interval including the stan dardization data in the armative case In a similar way explicit formulas for the co ecients of the recurrence equation and the dierence rule x rp x p x p x p x n n n+1 n n n n1 of the classical orthogonal p olynomials of a discrete variable are given that dep end only -
A Uniqueness Theorem for the Legendre and Hermite
A UNIQUENESSTHEOREM FOR THELEGENDRE ANDHERMITE POLYNOMIALS* BY K. P. WILLIAMS 1. If we replace y in the expansion of (l-\-y)~v by 2xz-\-z2, the coefficient of zn will, when x is replaced by —x, be the generalized polynomial L'ñ(x) of Legendre. It is also easy to show that the Hermitian polynomial Hn(x), usually defined by is the coefficient of 2"/«! in the series obtained on replacing y in the expansion of e~y by the same expression 2xz-\-z2. Furthermore, there is a simple recursion formula between three successive Legrendre polynomials and between three successive Hermitian polynomials. These facts suggest the following problem. Let a> ftg <p(y) = «o + «i 2/ +y,-2/2+3y ¡y3+ ••• and put (p(2xz 4z2) = P„ + Px (x) t + Ps(x) z2+---. To what extent is the generating function q>(y) determined if it is known that a simple recursion relation exists between three of the successive polynomials P0, Pi(x), P%(x), •••? We shall find that the generalized Legendre polynomials and those of Hermite possess a certain uniqueness in this regard. 2. We have PÁX) = «! 7i«íp(2!rí + £,).._0- When we make use of the formula for the «th derivative of a function of a function given by Faà de Bruno,t we find without difficulty P»(x) = Zjtt^xy, 'Presented to the Society, October 25, 1924. "¡■Quarterly Journal of Mathematics, vol. 1, p. 359. 441 License or copyright restrictions may apply to redistribution; see https://www.ams.org/journal-terms-of-use 442 K- p- WILLIAMS [October where the summation extends to all values of i and j subject to the relation i + 2j = n. -
ME201/MTH281/ME400/CHE400 Legendre Polynomials
ME201/MTH281/ME400/CHE400 Legendre Polynomials 1. Introduction This notebook has three objectives: (1) to summarize some useful information about Legendre polynomials, (2) to show how to use Mathematica in calculations with Legendre polynomials, and (3) to present some examples of the use of Legendre polynomials in the solution of Laplace's equation in spherical coordinates. In our course, the Legendre polynomials arose from separation of variables for the Laplace equation in spherical coordinates, so we begin there. The basic spherical coordinate system is shown below. The location of a point P is specified by the distance r of the point from the origin, the angle f between the position vector and the z-axis, and the angle q from the x-axis to the projection of the position vector onto the xy plane. The Laplace equation for a function F(r, f, q) is given by 1 ¶ ¶F 1 ¶ ¶F 1 ¶2 F “2 F = r2 + sinf + = 0 . (1) r2 ¶r ¶r r2 sinf ¶f ¶f r2 sin2 f ¶q2 In this notebook, we will consider only axisymmetric solutions of (1) -- that is, solutions which depend on r and f but not on q. Then equation (1) reduces to 1 ¶ ¶F 1 ¶ ¶F r2 + sinf = 0 . (2) r2 ¶r ¶r r2 sinf ¶f ¶f As we showed in class by a rather lengthy analysis, equation (2) has separated solutions of the form 2 legendre.nb n -Hn+1L r Pn HcosfL and r Pn HcosfL , (3) where n is a non-negative integer and Pn is the nth Legendre polynomial.