Mittag-Leffler polynomials

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Short description: Mathematical functions

In mathematics, the Mittag-Leffler polynomials are the polynomials gn(x) or Mn(x) studied by Mittag-Leffler (1891).

Mn(x) is a special case of the Meixner polynomial Mn(x;b,c) at b = 0, c = -1.

Definition and examples

Generating functions

The Mittag-Leffler polynomials are defined respectively by the generating functions

n=0gn(x)tn:=12(1+t1t)x and
n=0Mn(x)tnn!:=(1+t1t)x=(1+t)x(1t)x=exp(2x artanh t).

They also have the bivariate generating function[1]

n=1m=1gn(m)xmyn=xy(1x)(1xyxy).

Examples

The first few polynomials are given in the following table. The coefficients of the numerators of the gn(x) can be found in the OEIS,[2] though without any references, and the coefficients of the Mn(x) are in the OEIS[3] as well.

n gn(x) Mn(x)
0 12 1
1 x 2x
2 x2 4x2
3 13(x+2x3) 8x3+4x
4 13(2x2+x4) 16x4+32x2
5 115(3x+10x3+2x5) 32x5+160x3+48x
6 145(23x2+20x4+2x6) 64x6+640x4+736x2
7 1315(45x+196x3+70x5+4x7) 128x7+2240x5+6272x3+1440x
8 1315(132x2+154x4+28x6+x8) 256x8+7168x6+39424x4+33792x2
9 12835(315x+1636x3+798x5+84x7+2x9) 512x9+21504x7+204288x5+418816x3+80640x
10 114175(5067x2+7180x4+1806x6+120x8+2x10) 1024x10+61440x8+924672x6+3676160x4+2594304x2

Properties

The polynomials are related by Mn(x)=2n!gn(x) and we have gn(1)=1 for n1. Also g2k(12)=g2k+1(12)=12(2k1)!!(2k)!!=1213(2k1)24(2k).

Explicit formulas

Explicit formulas are

gn(x)=k=1n2k1(n1nk)(xk)=k=0n12k(n1k)(xk+1)
gn(x)=k=0n1(n1k)(k+xn)
gn(m)=12k=0m(mk)(n1+mkm1)=12k=0min(n,m)mn+mk(n+mkk,nk,mk)

(the last one immediately shows ngn(m)=mgm(n), a kind of reflection formula), and

Mn(x)=(n1)!k=1nk2k(nk)(xk), which can be also written as
Mn(x)=k=1n2k(nk)(n1)nk(x)k, where (x)n=n!(xn)=x(x1)(xn+1) denotes the falling factorial.

In terms of the Gaussian hypergeometric function, we have[4]

gn(x)=x2F1(1n,1x;2;2).

Reflection formula

As stated above, for m,n, we have the reflection formula ngn(m)=mgm(n).

Recursion formulas

The polynomials Mn(x) can be defined recursively by

Mn(x)=2xMn1(x)+(n1)(n2)Mn2(x), starting with M1(x)=0 and M0(x)=1.

Another recursion formula, which produces an odd one from the preceding even ones and vice versa, is

Mn+1(x)=2xk=0n/2n!(n2k)!Mn2k(x), again starting with M0(x)=1.


As for the gn(x), we have several different recursion formulas:

(1)gn(x+1)gn1(x+1)=gn(x)+gn1(x)
(2)(n+1)gn+1(x)(n1)gn1(x)=2xgn(x)
(3)x(gn(x+1)gn(x1))=2ngn(x)
(4)gn+1(m)=gn(m)+2k=1m1gn(k)=gn(1)+gn(2)++gn(m)+gn(m1)++gn(1)

Concerning recursion formula (3), the polynomial gn(x) is the unique polynomial solution of the difference equation x(f(x+1)f(x1))=2nf(x), normalized so that f(1)=1.[5] Further note that (2) and (3) are dual to each other in the sense that for x, we can apply the reflection formula to one of the identities and then swap x and n to obtain the other one. (As the gn(x) are polynomials, the validity extends from natural to all real values of x.)

Initial values

The table of the initial values of gn(m) (these values are also called the "figurate numbers for the n-dimensional cross polytopes" in the OEIS[6]) may illustrate the recursion formula (1), which can be taken to mean that each entry is the sum of the three neighboring entries: to its left, above and above left, e.g. g5(3)=51=33+8+10. It also illustrates the reflection formula ngn(m)=mgm(n) with respect to the main diagonal, e.g. 344=433.

n
m
1 2 3 4 5 6 7 8 9 10
1 1 1 1 1 1 1 1 1 1 1
2 2 4 6 8 10 12 14 16 18
3 3 9 19 33 51 73 99 129
4 4 16 44 96 180 304 476
5 5 25 85 225 501 985
6 6 36 146 456 1182
7 7 49 231 833
8 8 64 344
9 9 81
10 10

Orthogonality relations

For m,n the following orthogonality relation holds:[7]

gn(iy)gm(iy)ysinhπydy=12nδmn.

(Note that this is not a complex integral. As each gn is an even or an odd polynomial, the imaginary arguments just produce alternating signs for their coefficients. Moreover, if m and n have different parity, the integral vanishes trivially. This has been one of the reasons to introduce the § Reduced Mittag-Leffler polynomials.)

Binomial identity

Being a Sheffer sequence of binomial type, the Mittag-Leffler polynomials Mn(x) also satisfy the binomial identity[8]

Mn(x+y)=k=0n(nk)Mk(x)Mnk(y).

Rodrigues-type formula

The classical Mittag–Leffler polynomials gn(x) satisfy a Rodrigues' formula involving the central difference operator. This formula can be derived using their connection to the Meixner–Pollaczek polynomials.[9]

The classical Mittag–Leffler polynomials gn(x) are given by the Rodrigues-type formula

gn(x)=2nn!xw(x,1)δn[w(x,n)],

where δ is the central difference operator defined by

δf(z)=f(z+12)f(z12)

and higher powers δn are obtained by successive application. The weight-like function is the Gamma ratio

w(x,n)=Γ(n+12x)Γ(n+12+x).

This representation is obtained from the relation of gn(x) to the Meixner–Pollaczek polynomials Pn(1)(ix;π/2) and the known Rodrigues formula for the latter family.[9]

Integral representations

Based on the representation as a hypergeometric function, there are several ways of representing gn(z) for |z|<1 directly as integrals,[10] some of them being even valid for complex z, e.g.

(26)gn(z)=sin(πz)2π11tn1(1+t1t)zdt
(27)gn(z)=sin(πz)2πeuz(tanhu2)nsinhudu
(32)gn(z)=1π0πcotz(u2)cos(πz2)cos(nu)du
(33)gn(z)=1π0πcotz(u2)sin(πz2)sin(nu)du
(34)gn(z)=12π02π(1+eit)z(2+eit)n1eintdt.

Closed forms of integral families

There are several families of integrals with closed-form expressions in terms of zeta values where the coefficients of the Mittag-Leffler polynomials occur as coefficients. All those integrals can be written in a form containing either a factor tan±n or tanh±n, and the degree of the Mittag-Leffler polynomial varies with n. One way to work out those integrals is to obtain for them the corresponding recursion formulas as for the Mittag-Leffler polynomials using integration by parts.

1. For instance,[11] define for nm2

I(n,m):=01artanhnxxmdx=01logn/2(1+x1x)dxxm=0zncothm2zsinh2zdz.

These integrals have the closed form

(1)I(n,m)=n!2n1ζn+1gm1(1ζ)

in umbral notation, meaning that after expanding the polynomial in ζ, each power ζk has to be replaced by the zeta value ζ(k). E.g. from g6(x)=145(23x2+20x4+2x6)  we get  I(n,7)=n!2n123ζ(n1)+20ζ(n3)+2ζ(n5)45  for n7.

2. Likewise take for nm2

J(n,m):=1arcothnxxmdx=1logn/2(x+1x1)dxxm=0zntanhm2zcosh2zdz.

In umbral notation, where after expanding, ηk has to be replaced by the Dirichlet eta function η(k):=(121k)ζ(k), those have the closed form

(2)J(n,m)=n!2n1ηn+1gm1(1η).

3. The following[12] holds for nm with the same umbral notation for ζ and η, and completing by continuity η(1):=ln2.

(3)0π/2xntanmxdx=cos(m2π)(π/2)n+1n+1+cos(mn12π)n!m2nζn+2gm(1ζ)+v=0ncos(mv12π)n!mπnv(nv)!2nηn+2gm(1η).

Note that for nm2, this also yields a closed form for the integrals

0arctannxxmdx=0π/2xntanmxdx+0π/2xntanm2xdx.

4. For nm2, define[13] K(n,m):=0tanhn(x)xmdx.

If n+m is even and we define hk:=(1)k12(k1)!(2k1)ζ(k)2k1πk1, we have in umbral notation, i.e. replacing hk by hk,

(4)K(n,m):=0tanhn(x)xmdx=n2m1(m1)!(h)m1gn(h).

Note that only odd zeta values (odd k) occur here (unless the denominators are cast as even zeta values), e.g.

K(5,3)=23(3h3+10h5+2h7)=7ζ(3)π2+310ζ(5)π41905ζ(7)π6,
K(6,2)=415(23h3+20h5+2h7),K(6,4)=445(23h5+20h7+2h9).

5. If n+m is odd, the same integral is much more involved to evaluate, including the initial one 0tanh3(x)x2dx. Yet it turns out that the pattern subsists if we define[14] sk:=η(k)=2k+1ζ(k)ln2(2k+11)ζ(k), equivalently sk=ζ(k)ζ(k)η(k)+ζ(k)η(1)η(k)η(1). Then K(n,m) has the following closed form in umbral notation, replacing sk by sk:

(5)K(n,m)=0tanhn(x)xmdx=n2m(m1)!(s)m2gn(s), e.g.
K(5,4)=89(3s3+10s5+2s7),K(6,3)=815(23s3+20s5+2s7),K(6,5)=845(23s5+20s7+2s9).

Note that by virtue of the logarithmic derivative ζζ(s)+ζζ(1s)=logπ12ΓΓ(s2)12ΓΓ(1s2) of Riemann's functional equation, taken after applying Euler's reflection formula,[15] these expressions in terms of the sk can be written in terms of ζ(2j)ζ(2j), e.g.

K(5,4)=89(3s3+10s5+2s7)=19{164342016315ln2+3ζ(4)ζ(4)20ζ(6)ζ(6)+17ζ(8)ζ(8)}.

6. For n<m, the same integral K(n,m) diverges because the integrand behaves like xnm for x0. But the difference of two such integrals with corresponding degree differences is well-defined and exhibits very similar patterns, e.g.

(6)K(n1,n)K(n,n+1)=0(tanhn1(x)xntanhn(x)xn+1)dx=1n+(n+1)2n(n1)!sn2gn(s).

Reduced Mittag-Leffler polynomials

The reduced Mittag-Leffler polynomials are a family of real polynomials derived from the classical Mittag-Leffler polynomials gn(x) by means of an imaginary-argument transformation. This yields real-valued polynomials that are orthogonal on the real line with respect to a hyperbolic weight function, in contrast to the classical version which uses orthogonality on the imaginary axis. The reduced form and its properties (including finite- and infinite-order differential equations) were studied in detail by Rajković et al. (2024).[9]

Definition

The reduced Mittag-Leffler polynomials ϕn(x) for n0 are defined as

ϕn(x)=gn+1(ix)in+1x.

where gn(x) are the classical Mittag-Leffler polynomials satisfying the generating function

(1+t1t)x=n=0gn(x)tn(|t|<1),

with initial conditions g0(x)=1 and g1(x)=2x. They obey the three-term recurrence relation

(n+2)ϕn+1(x)=2xϕn(x)nϕn1(x)(n),

with initial values

ϕ0(x)=2,ϕ1(x)=2x.

The polynomials satisfy the parity relation

ϕn(x)=(1)nϕn(x).

The associated monic reduced Mittag-Leffler polynomials are given by

ϕ^n(x)=(n+1)!2n+1ϕn(x),

which satisfy the monic recurrence

ϕ^n+1(x)=xϕ^n(x)n(n+1)4ϕ^n1(x)(n),

with ϕ^0(x)=1 and ϕ^1(x)=x.

Explicit low-degree terms

The first few monic reduced polynomials are:

  • ϕ^0(x)=1
  • ϕ^1(x)=x
  • ϕ^2(x)=x212
  • ϕ^3(x)=x32x
  • ϕ^4(x)=x45x2+32
  • ϕ^5(x)=x510x3+232x

Orthogonality relation

The reduced Mittag-Leffler polynomials {ϕn(x)}n0 are orthogonal on the real line with weight function xsinh(πx):

ϕn(x)ϕm(x)xsinh(πx)dx=2n+1δmn(n,m0).

All zeros of ϕn(x) (and hence of ϕ^n(x)) are real.[9]

Differential equations

Every monic reduced polynomial ϕ^n(x) satisfies a finite-order ordinary differential equation of order n:

k=1n(αk+βkx)ϕ^n(k)(x)k!nϕ^n(x)=0,

where the coefficients are

αk=coskπ2,βk=sinkπ2.

For example, for n=4, we have ϕ^4(x)=x45x2+32. The coefficients are:

α1=0,β1=1;α2=1,β2=0;α3=0,β3=1;α4=1,β4=0.

The differential equation becomes:

xϕ^4(x)12ϕ^4(x)x6ϕ^4(x)+124ϕ^4(4)(x)4ϕ^4(x)=0.

This can be verified by computing the derivatives: ϕ^4(x)=4x310x, ϕ^4(x)=12x210, ϕ^4(x)=24x, ϕ^4(4)(x)=24, and substituting into the equation.

Additionally, they satisfy the infinite-order (operator) differential equation

(cosD+xsinD(n+1)I)ϕ^n(x)=0(D=ddx, I=identity operator),

meaning ϕ^n(x) is an eigenfunction of the operator cosD+xsinDI with eigenvalue n.

The operators sinD and cosD act on functions via their Taylor series. For example, for ϕ^4(x)=x45x2+32:

cosDϕ^4(x)=ϕ^4(x)12!ϕ^4(x)+14!ϕ^4(4)(x)=x45x2+3212(12x210)+124(24)=x411x2+9,
sinDϕ^4(x)=ϕ^4(x)13!ϕ^4(x)=4x310x16(24x)=4x314x,
xsinDϕ^4(x)=x(4x314x)=4x414x2.

Thus:

(cosD+xsinD5I)ϕ^4(x)=(x411x2+9)+(4x414x2)5(x45x2+32)=0,

confirming that ϕ^4 is an eigenfunction with eigenvalue n=4.

These differential properties arise because {ϕ^n(x)} form a Sheffer sequence with exponential generating function

G^(t,x)=4exp(2xarctan(t/2))t2+4=n=0ϕ^n(x)tnn!,

together with the theory of Sheffer sequences.[9]

See also

References

  1. see the formula section of OEIS A142978, https://oeis.org/A142978 
  2. see OEIS A064984, https://oeis.org/A064984 
  3. see OEIS A137513, https://oeis.org/A137513 
  4. Özmen, Nejla; Nihal, Yılmaz (2019). "On The Mittag-Leffler Polynomials and Deformed Mittag-Leffler Polynomials" (in English). Konuralp Journal of Mathematics. https://dergipark.org.tr/en/download/article-file/843805. 
  5. see the comment section of OEIS A142983, https://oeis.org/A142983 
  6. see OEIS A142978, https://oeis.org/A142978/table 
  7. Stankovic, Miomir S.; Marinkovic, Sladjana D.; Rajkovic, Predrag M. (2010). "Deformed Mittag-Leffler Polynomials". arXiv:1007.3612 [math.NA].
  8. Mathworld entry "Mittag-Leffler Polynomial", https://mathworld.wolfram.com/Mittag-LefflerPolynomial.html 
  9. 9.0 9.1 9.2 9.3 9.4 Rajković, Predrag M.; Marinković, Sladjana D.; Stanković, Miomir S.; Petković, Marko D. (2024). "Finite and infinite order differential properties of the reduced Mittag–Leffler polynomials". arXiv:2402.07795 [math.CA].
  10. Bateman, H. (1940). "The polynomial of Mittag-Leffler". Proceedings of the National Academy of Sciences of the United States of America 26 (8): 491–496. doi:10.1073/pnas.26.8.491. ISSN 0027-8424. PMID 16588390. PMC 1078216. Bibcode1940PNAS...26..491B. http://authors.library.caltech.edu/8694/1/BATpnas40.pdf. 
  11. see at the end of this question on Mathoverflow, https://mathoverflow.net/questions/231964/how-to-prove-that-int-0-infty-frac-textarcsinhnxxmdx-is-a-rational 
  12. answer on math.stackexchange, https://math.stackexchange.com/a/2939452 
  13. similar to this question on Mathoverflow, https://math.stackexchange.com/q/1582943 
  14. method used in this answer on Mathoverflow, https://mathoverflow.net/a/271569 
  15. or see formula (14) in https://mathworld.wolfram.com/RiemannZetaFunction.html