Mathematical sequence
Illustration of the unsigned Lah numbers for n and k between 1 and 4 In mathematics , the (signed and unsigned) Lah numbers are coefficients expressing rising factorials in terms of falling factorials and vice versa. They were discovered by Ivo Lah in 1954.[ 1] [ 2] Explicitly, the unsigned Lah numbers
L
(
n
,
k
)
{\displaystyle L(n,k)}
are given by the formula involving the binomial coefficient
L
(
n
,
k
)
=
(
n
−
1
k
−
1
)
n
!
k
!
{\displaystyle L(n,k)={n-1 \choose k-1}{\frac {n!}{k!))}
for
n
≥
k
≥
1
{\displaystyle n\geq k\geq 1}
.
Unsigned Lah numbers have an interesting meaning in combinatorics : they count the number of ways a set of
n
{\textstyle n}
elements can be partitioned into
k
{\textstyle k}
nonempty linearly ordered subsets .[ 3] Lah numbers are related to Stirling numbers .[ 4]
For
n
≥
1
{\textstyle n\geq 1}
, the Lah number
L
(
n
,
1
)
{\textstyle L(n,1)}
is equal to the factorial
n
!
{\textstyle n!}
in the interpretation above, the only partition of
{
1
,
2
,
3
}
{\textstyle \{1,2,3\))
into 1 set can have its set ordered in 6 ways:
{
(
1
,
2
,
3
)
}
,
{
(
1
,
3
,
2
)
}
,
{
(
2
,
1
,
3
)
}
,
{
(
2
,
3
,
1
)
}
,
{
(
3
,
1
,
2
)
}
,
{
(
3
,
2
,
1
)
}
{\displaystyle \{(1,2,3)\},\{(1,3,2)\},\{(2,1,3)\},\{(2,3,1)\},\{(3,1,2)\},\{(3,2,1)\))
L
(
3
,
2
)
{\textstyle L(3,2)}
is equal to 6, because there are six partitions of
{
1
,
2
,
3
}
{\textstyle \{1,2,3\))
into two ordered parts:
{
1
,
(
2
,
3
)
}
,
{
1
,
(
3
,
2
)
}
,
{
2
,
(
1
,
3
)
}
,
{
2
,
(
3
,
1
)
}
,
{
3
,
(
1
,
2
)
}
,
{
3
,
(
2
,
1
)
}
{\displaystyle \{1,(2,3)\},\{1,(3,2)\},\{2,(1,3)\},\{2,(3,1)\},\{3,(1,2)\},\{3,(2,1)\))
L
(
n
,
n
)
{\textstyle L(n,n)}
is always 1 because the only way to partition
{
1
,
2
,
…
,
n
}
{\textstyle \{1,2,\ldots ,n\))
into
n
{\displaystyle n}
non-empty subsets results in subsets of size 1, that can only be permuted in one way.
In the more recent literature,[ 5] [ 6] Karamata –Knuth style notation has taken over. Lah numbers are now often written as
L
(
n
,
k
)
=
⌊
n
k
⌋
{\displaystyle L(n,k)=\left\lfloor {n \atop k}\right\rfloor }
Below is a table of values for the Lah numbers:
k
n
0
1
2
3
4
5
6
7
8
9
10
0
1
1
0
1
2
0
2
1
3
0
6
6
1
4
0
24
36
12
1
5
0
120
240
120
20
1
6
0
720
1800
1200
300
30
1
7
0
5040
15120
12600
4200
630
42
1
8
0
40320
141120
141120
58800
11760
1176
56
1
9
0
362880
1451520
1693440
846720
211680
28224
2016
72
1
10
0
3628800
16329600
21772800
12700800
3810240
635040
60480
3240
90
1
The row sums are
1
,
1
,
3
,
13
,
73
,
501
,
4051
,
37633
,
…
{\textstyle 1,1,3,13,73,501,4051,37633,\dots }
(sequence A000262 in the OEIS ).
Rising and falling factorials [ edit ] Let
x
(
n
)
{\textstyle x^{(n)))
represent the rising factorial
x
(
x
+
1
)
(
x
+
2
)
⋯
(
x
+
n
−
1
)
{\textstyle x(x+1)(x+2)\cdots (x+n-1)}
and let
(
x
)
n
{\textstyle (x)_{n))
represent the falling factorial
x
(
x
−
1
)
(
x
−
2
)
⋯
(
x
−
n
+
1
)
{\textstyle x(x-1)(x-2)\cdots (x-n+1)}
. The Lah numbers are the coefficients that express each of these families of polynomials in terms of the other. Explicitly,
x
(
n
)
=
∑
k
=
0
n
L
(
n
,
k
)
(
x
)
k
{\displaystyle x^{(n)}=\sum _{k=0}^{n}L(n,k)(x)_{k))
and
(
x
)
n
=
∑
k
=
0
n
(
−
1
)
n
−
k
L
(
n
,
k
)
x
(
k
)
.
{\displaystyle (x)_{n}=\sum _{k=0}^{n}(-1)^{n-k}L(n,k)x^{(k)}.}
For example,
x
(
x
+
1
)
(
x
+
2
)
=
6
x
+
6
x
(
x
−
1
)
+
1
x
(
x
−
1
)
(
x
−
2
)
{\displaystyle x(x+1)(x+2)={\color {red}6}x+{\color {red}6}x(x-1)+{\color {red}1}x(x-1)(x-2)}
and
x
(
x
−
1
)
(
x
−
2
)
=
6
x
−
6
x
(
x
+
1
)
+
1
x
(
x
+
1
)
(
x
+
2
)
,
{\displaystyle x(x-1)(x-2)={\color {red}6}x-{\color {red}6}x(x+1)+{\color {red}1}x(x+1)(x+2),}
where the coefficients 6, 6, and 1 are exactly the Lah numbers
L
(
3
,
1
)
{\displaystyle L(3,1)}
,
L
(
3
,
2
)
{\displaystyle L(3,2)}
, and
L
(
3
,
3
)
{\displaystyle L(3,3)}
.
Identities and relations [ edit ] The Lah numbers satisfy a variety of identities and relations.
In Karamata –Knuth notation for Stirling numbers
L
(
n
,
k
)
=
∑
j
=
k
n
[
n
j
]
{
j
k
}
{\displaystyle L(n,k)=\sum _{j=k}^{n}\left[{n \atop j}\right]\left\((j \atop k}\right\))
where
[
n
j
]
{\textstyle \left[{n \atop j}\right]}
are the Stirling numbers of the first kind and
{
j
k
}
{\textstyle \left\((j \atop k}\right\))
are the Stirling numbers of the second kind .
L
(
n
,
k
)
=
(
n
−
1
k
−
1
)
n
!
k
!
=
(
n
k
)
(
n
−
1
)
!
(
k
−
1
)
!
=
(
n
k
)
(
n
−
1
k
−
1
)
(
n
−
k
)
!
{\displaystyle L(n,k)={n-1 \choose k-1}{\frac {n!}{k!))={n \choose k}{\frac {(n-1)!}{(k-1)!))={n \choose k}{n-1 \choose k-1}(n-k)!}
L
(
n
,
k
)
=
n
!
(
n
−
1
)
!
k
!
(
k
−
1
)
!
⋅
1
(
n
−
k
)
!
=
(
n
!
k
!
)
2
k
n
(
n
−
k
)
!
{\displaystyle L(n,k)={\frac {n!(n-1)!}{k!(k-1)!))\cdot {\frac {1}{(n-k)!))=\left({\frac {n!}{k!))\right)^{2}{\frac {k}{n(n-k)!))}
k
(
k
+
1
)
L
(
n
,
k
+
1
)
=
(
n
−
k
)
L
(
n
,
k
)
{\displaystyle k(k+1)L(n,k+1)=(n-k)L(n,k)}
, for
k
>
0
{\displaystyle k>0}
.Recurrence relations [ edit ] The Lah numbers satisfy the recurrence relations
L
(
n
+
1
,
k
)
=
(
n
+
k
)
L
(
n
,
k
)
+
L
(
n
,
k
−
1
)
=
k
(
k
+
1
)
L
(
n
,
k
+
1
)
+
2
k
L
(
n
,
k
)
+
L
(
n
,
k
−
1
)
{\displaystyle {\begin{aligned}L(n+1,k)&=(n+k)L(n,k)+L(n,k-1)\\&=k(k+1)L(n,k+1)+2kL(n,k)+L(n,k-1)\end{aligned))}
where
L
(
n
,
0
)
=
δ
n
{\displaystyle L(n,0)=\delta _{n))
, the Kronecker delta , and
L
(
n
,
k
)
=
0
{\displaystyle L(n,k)=0}
for all
k
>
n
{\displaystyle k>n}
.
Exponential generating function [ edit ]
∑
n
≥
k
L
(
n
,
k
)
x
n
n
!
=
1
k
!
(
x
1
−
x
)
k
{\displaystyle \sum _{n\geq k}L(n,k){\frac {x^{n)){n!))={\frac {1}{k!))\left({\frac {x}{1-x))\right)^{k))
Derivative of exp(1/x )[ edit ] The n -th derivative of the function
e
1
x
{\displaystyle e^{\frac {1}{x))}
can be expressed with the Lah numbers, as follows[ 7]
d
n
d
x
n
e
1
x
=
(
−
1
)
n
∑
k
=
1
n
L
(
n
,
k
)
x
n
+
k
⋅
e
1
x
.
{\displaystyle {\frac ((\textrm {d))^{n))((\textrm {d))x^{n))}e^{\frac {1}{x))=(-1)^{n}\sum _{k=1}^{n}{\frac {L(n,k)}{x^{n+k))}\cdot e^{\frac {1}{x)).}
For example,
d
d
x
e
1
x
=
−
1
x
2
⋅
e
1
x
{\displaystyle {\frac {\textrm {d))((\textrm {d))x))e^{\frac {1}{x))=-{\frac {1}{x^{2))}\cdot e^{\frac {1}{x))}
d
2
d
x
2
e
1
x
=
d
d
x
(
−
1
x
2
e
1
x
)
=
−
−
2
x
3
⋅
e
1
x
−
1
x
2
⋅
−
1
x
2
⋅
e
1
x
=
(
2
x
3
+
1
x
4
)
⋅
e
1
x
{\displaystyle {\frac ((\textrm {d))^{2))((\textrm {d))x^{2))}e^{\frac {1}{x))={\frac {\textrm {d))((\textrm {d))x))\left(-{\frac {1}{x^{2))}e^{\frac {1}{x))\right)=-{\frac {-2}{x^{3))}\cdot e^{\frac {1}{x))-{\frac {1}{x^{2))}\cdot {\frac {-1}{x^{2))}\cdot e^{\frac {1}{x))=\left({\frac {2}{x^{3))}+{\frac {1}{x^{4))}\right)\cdot e^{\frac {1}{x))}
d
3
d
x
3
e
1
x
=
d
d
x
(
(
2
x
3
+
1
x
4
)
⋅
e
1
x
)
=
(
−
6
x
4
+
−
4
x
5
)
⋅
e
1
x
+
(
2
x
3
+
1
x
4
)
⋅
−
1
x
2
⋅
e
1
x
=
−
(
6
x
4
+
6
x
5
+
1
x
6
)
⋅
e
1
x
{\displaystyle {\frac ((\textrm {d))^{3))((\textrm {d))x^{3))}e^{\frac {1}{x))={\frac {\textrm {d))((\textrm {d))x))\left(\left({\frac {2}{x^{3))}+{\frac {1}{x^{4))}\right)\cdot e^{\frac {1}{x))\right)=\left({\frac {-6}{x^{4))}+{\frac {-4}{x^{5))}\right)\cdot e^{\frac {1}{x))+\left({\frac {2}{x^{3))}+{\frac {1}{x^{4))}\right)\cdot {\frac {-1}{x^{2))}\cdot e^{\frac {1}{x))=-\left({\frac {6}{x^{4))}+{\frac {6}{x^{5))}+{\frac {1}{x^{6))}\right)\cdot e^{\frac {1}{x))}
Link to Laguerre polynomials [ edit ] Generalized Laguerre polynomials
L
n
(
α
)
(
x
)
{\displaystyle L_{n}^{(\alpha )}(x)}
are linked to Lah numbers upon setting
α
=
−
1
{\displaystyle \alpha =-1}
n
!
L
n
(
−
1
)
(
x
)
=
∑
k
=
0
n
L
(
n
,
k
)
(
−
x
)
k
{\displaystyle n!L_{n}^{(-1)}(x)=\sum _{k=0}^{n}L(n,k)(-x)^{k))
This formula is the default Laguerre polynomial in Umbral calculus convention.[ 8]
Practical application [ edit ] In recent years, Lah numbers have been used in steganography for hiding data in images. Compared to alternatives such as DCT , DFT and DWT , it has lower complexity of calculation—
O
(
n
log
n
)
{\displaystyle O(n\log n)}
—of their integer coefficients.[ 9] [ 10]
The Lah and Laguerre transforms naturally arise in the perturbative description of the chromatic dispersion .[ 11] [ 12]
In Lah-Laguerre optics, such an approach tremendously speeds up optimization problems.
^ Lah, Ivo (1954). "A new kind of numbers and its application in the actuarial mathematics". Boletim do Instituto dos Actuários Portugueses . 9 : 7–15.
^ John Riordan, Introduction to Combinatorial Analysis , Princeton University Press (1958, reissue 1980) ISBN 978-0-691-02365-6 (reprinted again in 2002 by Dover Publications).
^ Petkovsek, Marko; Pisanski, Tomaz (Fall 2007). "Combinatorial Interpretation of Unsigned Stirling and Lah Numbers". Pi Mu Epsilon Journal . 12 (7): 417–424. JSTOR 24340704 .
^ Comtet, Louis (1974). Advanced Combinatorics . Dordrecht, Holland: Reidel. p. 156 . ISBN 9789027703804 .
^ Shattuck, Mark (2014). "Generalized r-Lah numbers". arXiv :1412.8721 [math.CO ].
^ Nyul, Gábor; Rácz, Gabriella (2015-10-06). "The r-Lah numbers" . Discrete Mathematics . Seventh Czech-Slovak International Symposium on Graph Theory, Combinatorics, Algorithms and Applications, Košice 2013. 338 (10): 1660–1666. doi :10.1016/j.disc.2014.03.029 . hdl :2437/213886 . ISSN 0012-365X .
^ Daboul, Siad; Mangaldan, Jan; Spivey, Michael Z.; Taylor, Peter J. (2013). "The Lah Numbers and the nth Derivative of
e
1
x
{\displaystyle e^{1 \over x))
". Mathematics Magazine . 86 (1): 39–47. doi :10.4169/math.mag.86.1.039 . JSTOR 10.4169/math.mag.86.1.039 . S2CID 123113404 .
^ Rota, Gian-Carlo; Kahaner, D; Odlyzko, A (1973-06-01). "On the foundations of combinatorial theory. VIII. Finite operator calculus" . Journal of Mathematical Analysis and Applications . 42 (3): 684–760. doi :10.1016/0022-247X(73)90172-8 . ISSN 0022-247X .
^ Ghosal, Sudipta Kr; Mukhopadhyay, Souradeep; Hossain, Sabbir; Sarkar, Ram (2020). "Application of Lah Transform for Security and Privacy of Data through Information Hiding in Telecommunication". Transactions on Emerging Telecommunications Technologies . 32 (2). doi :10.1002/ett.3984 . S2CID 225866797 .
^ "Image Steganography-using-Lah-Transform" . MathWorks . 5 June 2020.
^ Popmintchev, Dimitar; Wang, Siyang; Xiaoshi, Zhang; Stoev, Ventzislav; Popmintchev, Tenio (2022-10-24). "Analytical Lah-Laguerre optical formalism for perturbative chromatic dispersion" . Optics Express . 30 (22): 40779–40808. Bibcode :2022OExpr..3040779P . doi :10.1364/OE.457139 . PMID 36299007 .
^ Popmintchev, Dimitar; Wang, Siyang; Xiaoshi, Zhang; Stoev, Ventzislav; Popmintchev, Tenio (2020-08-30). "Theory of the Chromatic Dispersion, Revisited". arXiv :2011.00066 [physics.optics ].
The signed and unsigned Lah numbers are respectively (sequence A008297 in the OEIS ) and (sequence A105278 in the OEIS )
Possessing a specific set of other numbers
Expressible via specific sums