Touchard polynomials

Sequence of polynomials

For a different family of polynomials Qn occasionally called Touchard polynomials, see Bateman polynomials.

Not to be confused with Bell polynomials.

The Touchard polynomials, studied by Jacques Touchard (1939), also called the exponential polynomials or Bell polynomials, comprise a polynomial sequence of binomial type defined by

T n ( x ) = ∑ k = 0 n S ( n , k ) x k = ∑ k = 0 n { n k } x k , {\displaystyle T_{n}(x)=\sum _{k=0}^{n}S(n,k)x^{k}=\sum _{k=0}^{n}\left\\{{n \atop k}\right\\}x^{k},}

where  S ( n , k ) = { n k } {\displaystyle S(n,k)=\left\\{{n \atop k}\right\\}} is a Stirling number of the second kind, i.e., the number of partitions of a set of size n into k disjoint non-empty subsets.[1][2][3][4]

The first few Touchard polynomials are

T 1 ( x ) = x , {\displaystyle T_{1}(x)=x,}
T 2 ( x ) = x 2 + x , {\displaystyle T_{2}(x)=x^{2}+x,}
T 3 ( x ) = x 3 + 3 x 2 + x , {\displaystyle T_{3}(x)=x^{3}+3x^{2}+x,}
T 4 ( x ) = x 4 + 6 x 3 + 7 x 2 + x , {\displaystyle T_{4}(x)=x^{4}+6x^{3}+7x^{2}+x,}
T 5 ( x ) = x 5 + 10 x 4 + 25 x 3 + 15 x 2 + x . {\displaystyle T_{5}(x)=x^{5}+10x^{4}+25x^{3}+15x^{2}+x.}

## Properties

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### Basic properties

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The value at 1 of the nth Touchard polynomial is the nth Bell number, i.e., the number of partitions of a set of size n:

T n ( 1 ) = B n . {\displaystyle T_{n}(1)=B_{n}.}

If X is a random variable with a Poisson distribution with expected value λ, then its nth moment is E(Xn) = Tn(λ), leading to the definition:

T n ( x ) = e − x ∑ k = 0 ∞ x k k n k ! . {\displaystyle T_{n}(x)=e^{-x}\sum _{k=0}^{\infty }{\frac {x^{k}k^{n}}{k!}}.}

Using this fact one can quickly prove that this polynomial sequence is of binomial type, i.e., it satisfies the sequence of identities:

T n ( λ + μ ) = ∑ k = 0 n ( n k ) T k ( λ ) T n − k ( μ ) . {\displaystyle T_{n}(\lambda +\mu )=\sum _{k=0}^{n}{n \choose k}T_{k}(\lambda )T_{n-k}(\mu ).}

The Touchard polynomials constitute the only polynomial sequence of binomial type with the coefficient of x equal 1 in every polynomial.

The Touchard polynomials satisfy the Rodrigues-like formula:

T n ( e x ) = e − e x d n d x n e e x . {\displaystyle T_{n}\left(e^{x}\right)=e^{-e^{x}}{\frac {d^{n}}{dx^{n}}}\;e^{e^{x}}.}

The Touchard polynomials satisfy the recurrence relation

T n + 1 ( x ) = x ( 1 + d d x ) T n ( x ) {\displaystyle T_{n+1}(x)=x\left(1+{\frac {d}{dx}}\right)T_{n}(x)}

and

T n + 1 ( x ) = x ∑ k = 0 n ( n k ) T k ( x ) . {\displaystyle T_{n+1}(x)=x\sum _{k=0}^{n}{n \choose k}T_{k}(x).}

In the case x = 1, this reduces to the recurrence formula for the Bell numbers.

A generalization of both this formula and the definition, is a generalization of Spivey's formula[5]

T n + m ( x ) = ∑ k = 0 n { n k } x k ∑ j = 0 m ( m j ) k m − j T j ( x ) {\displaystyle T_{n+m}(x)=\sum _{k=0}^{n}\left\\{{n \atop k}\right\\}x^{k}\sum _{j=0}^{m}{\binom {m}{j}}k^{m-j}T_{j}(x)}

Using the umbral notation Tn(x)=Tn(x), these formulas become:

T n ( λ + μ ) = ( T ( λ ) + T ( μ ) ) n , {\displaystyle T_{n}(\lambda +\mu )=\left(T(\lambda )+T(\mu )\right)^{n},} [clarification needed]
T n + 1 ( x ) = x ( 1 + T ( x ) ) n . {\displaystyle T_{n+1}(x)=x\left(1+T(x)\right)^{n}.}

The generating function of the Touchard polynomials is

∑ n = 0 ∞ T n ( x ) n ! t n = e x ( e t − 1 ) , {\displaystyle \sum _{n=0}^{\infty }{T_{n}(x) \over n!}t^{n}=e^{x\left(e^{t}-1\right)},}

which corresponds to the generating function of Stirling numbers of the second kind.

Touchard polynomials have contour integral representation:

T n ( x ) = n ! 2 π i ∮ e x ( e t − 1 ) t n + 1 d t . {\displaystyle T_{n}(x)={\frac {n!}{2\pi i}}\oint {\frac {e^{x({e^{t}}-1)}}{t^{n+1}}}\,dt.}

### Zeroes

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All zeroes of the Touchard polynomials are real and negative. This fact was observed by L. H. Harper in 1967.[6]

The absolute value of the leftmost zero is bounded from above by[7]

1 n ( n 2 ) + n − 1 n ( n 2 ) 2 − 2 n n − 1 ( ( n 3 ) + 3 ( n 4 ) ) , {\displaystyle {\frac {1}{n}}{\binom {n}{2}}+{\frac {n-1}{n}}{\sqrt {{\binom {n}{2}}^{2}-{\frac {2n}{n-1}}\left({\binom {n}{3}}+3{\binom {n}{4}}\right)}},}

although it is conjectured that the leftmost zero grows linearly with the index n.

The Mahler measure M ( T n ) {\displaystyle M(T_{n})} of the Touchard polynomials can be estimated as follows:[8]

{ n Ω n } ( n Ω n ) ≤ M ( T n ) ≤ n + 1 { n K n } , {\displaystyle {\frac {\lbrace \textstyle {n \atop \Omega _{n}}\rbrace }{\binom {n}{\Omega _{n}}}}\leq M(T_{n})\leq {\sqrt {n+1}}\left\\{{n \atop K_{n}}\right\\},}

where  Ω n {\displaystyle \Omega _{n}} and  K n {\displaystyle K_{n}} are the smallest of the maximum two k indices such that  { n k } / ( n k ) {\displaystyle \lbrace \textstyle {n \atop k}\rbrace /{\binom {n}{k}}} and  { n k } {\displaystyle \lbrace \textstyle {n \atop k}\rbrace } are maximal, respectively.

## Generalizations

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* Complete Bell polynomial B n ( x 1 , x 2 , … , x n ) {\displaystyle B_{n}(x_{1},x_{2},\dots ,x_{n})} may be viewed as a multivariate generalization of Touchard polynomial  T n ( x ) {\displaystyle T_{n}(x)} , since  T n ( x ) = B n ( x , x , … , x ) . {\displaystyle T_{n}(x)=B_{n}(x,x,\dots ,x).}
* The Touchard polynomials (and thereby the Bell numbers) can be generalized, using the real part of the above integral, to non-integer order:

T n ( x ) = n ! π ∫ 0 π e x ( e cos ⁡ ( θ ) cos ⁡ ( sin ⁡ ( θ ) ) − 1 ) cos ⁡ ( x e cos ⁡ ( θ ) sin ⁡ ( sin ⁡ ( θ ) ) − n θ ) d θ . {\displaystyle T_{n}(x)={\frac {n!}{\pi }}\int _{0}^{\pi }e^{x{\bigl (}e^{\cos(\theta )}\cos(\sin(\theta ))-1{\bigr )}}\cos {\bigl (}xe^{\cos(\theta )}\sin(\sin(\theta ))-n\theta {\bigr )}\,d\theta \,.}

## See also

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* Bell polynomials

## References

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1. ^ Roman, Steven (1984). The Umbral Calculus. Dover. ISBN 0-486-44139-3.
2. ^ Boyadzhiev, Khristo N. (2009). "Exponential polynomials, Stirling numbers, and evaluation of some gamma integrals". Abstract and Applied Analysis. 2009: 1–18. arXiv:0909.0979. Bibcode:2009AbApA2009....1B. doi:10.1155/2009/168672.
3. ^ Brendt, Bruce C. "RAMANUJAN REACHES HIS HAND FROM HIS GRAVE TO SNATCH YOUR THEOREMS FROM YOU" (PDF). Retrieved 23 November 2013.
4. ^ Weisstein, Eric W. "Bell Polynomial". MathWorld.
5. ^ "Implications of Spivey's Bell Number Formula". cs.uwaterloo.ca. Retrieved 2023-05-28.
6. ^ Harper, L. H. (1967). "Stirling behavior is asymptotically normal". The Annals of Mathematical Statistics. 38 (2): 410–414. doi:10.1214/aoms/1177698956.
7. ^ Mező, István; Corcino, Roberto B. (2015). "The estimation of the zeros of the Bell and r-Bell polynomials". Applied Mathematics and Computation. 250: 727–732. doi:10.1016/j.amc.2014.10.058.
8. ^ István, Mező. "On the Mahler measure of the Bell polynomials". Retrieved 7 November 2017.

* Touchard, Jacques (1939), "Sur les cycles des substitutions", Acta Mathematica, 70 (1): 243–297, doi:10.1007/BF02547349, ISSN 0001-5962, MR 1555449