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12. Further Topics in Analysis

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1 12. Further Topics in Analysis
Orthogonal Polynomials Bernoulli Numbers Euler-Maclaurin Integration Formula Dirichlet Series Infinite Products Asymptotic Series Method of Steepest Descent Dispersion Relations

2 1. Orthogonal Polynomials
Rodrigues Formulas : 2nd order Sturm-Liouville ODE with E.g., Legendre, Hermite, Laguerre, Chebyshev, ... Note: Bessel functions are series. Set where Coef. of xn :

3 Self-adjoint form : with ( § 8.2 )

4  ODE : Rodrigues formula Cn = any const

5 Example 12.1.1. Rodrigues Formula for Hermite ODE
Hermite polynomials :

6 Schlaefli Integral C encloses x & f analytic on & within C. 

7 Generating Functions Let fn(x) be a family of functions.
C encloses t = 0. g is good for deriving recurrence relations :

8 Example 12.1.2. Hermite Polynomials
Hn = Hermite polynomials

9 Finding Generating Functions
For polynomial solutions to 2nd order Sturm-Liouville ODE ( fn = yn describable by Rodrigues formula & Schaefli integral ) : C encloses x and w pn analytic on & within C.

10 Example 12.1.3. Legendre Polynomials
Legendre ODE : ( ODE is self-adjoint ) for Legendre polynomials   interchange justified if series converges

11 Thus, integrand is analytic for ( C lies between z & z+ ).  z+() is outside (inside) C.

12 Summary: Orthogonal Polynomials

13 2. Bernoulli Numbers Bn = Bernoulli numbers
Caution: Definition not unique. n  1

14

15 Recursion Relation for Bn

16 m = 2,3, ... Let m even  m odd 

17 Values of B2n Mathematica

18 Another Generating Function

19 Contour Integral Representation
 analytic near z = 0. C encloses 0 but no other poles E.g. : Bn : rather tedious

20 Better Contour

21 Caution : another often used definition is
Mathematica Caution : another often used definition is Number theory : von Staudt-Clausen theorem E.g.

22 Miscellaneous Usages of Bn
In sums : In series expansions : e.g., tanx, cotx, ln|sinx|, sin1x, ln|tanx|, cosh 1x, tanhx, cothx, etc

23 Bernoulli Polynomials
Mathematica

24 Properties of Bn (x) x both sides : x = 1 :

25 3. Euler-Maclaurin Integration Formula
Consider  n  1

26  n  1 n = 0 is a special case since B1  1/2  0. Euler-Maclaurin integration formula

27 Euler-Maclaurin integration formula
Approximate sum by integral

28 Example 12.3.1. Estimation of (3)

29 Table (3) Without remainder term, convergence is only asymptotic: m (3) = Mathematica Improvement : E-M formula starts at ns .


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