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A163626 Triangle read by rows: The n-th derivative of the logistic function written in terms of y, where y = 1/(1 + exp(-x)). 34

%I #80 Aug 10 2021 09:55:27

%S 1,1,-1,1,-3,2,1,-7,12,-6,1,-15,50,-60,24,1,-31,180,-390,360,-120,1,

%T -63,602,-2100,3360,-2520,720,1,-127,1932,-10206,25200,-31920,20160,

%U -5040,1,-255,6050,-46620,166824,-317520,332640,-181440,40320,1,-511,18660

%N Triangle read by rows: The n-th derivative of the logistic function written in terms of y, where y = 1/(1 + exp(-x)).

%C Apart from signs and offset, same as A028246. - _Joerg Arndt_, Nov 06 2016

%C Triangle T(n,k), read by rows, given by (1,0,2,0,3,0,4,0,5,0,6,0,7,0,8,0,9,...) DELTA (-1,-1,-2,-2,-3,-3,-4,-4,-5,-5,-6,-6,...) where DELTA is the operator defined in A084938. - _Philippe Deléham_, Nov 05 2011

%C The "Stirling-Bernoulli transform" maps a sequence b_0, b_1, b_2, ... to a sequence c_0, c_1, c_2, ..., where if B has o.g.f. B(x), c has e.g.f. exp(x)*B(1 - exp(x)). More explicity, c_n = Sum_{k = 0..n} A163626(n,k)*b_k. - _Philippe Deléham_, May 26 2015

%C Row sums of absolute values of terms give A000629. - _Yahia DJEMMADA_, Aug 16 2016

%C This is the triangle of connection constants for expressing the monomial polynomials (-x)^n as a linear combination of the basis polynomials {binomial(x+n,n)}n>=0, that is, (-x)^n = Sum_{k = 0..n} T(n,k)*binomial(x+k,k). Cf. A145901. - _Peter Bala_, Jun 06 2019

%H Seiichi Manyama, <a href="/A163626/b163626.txt">Table of n, a(n) for n = 0..10000</a>

%H Wikipedia, <a href="http://en.wikipedia.org/wiki/Logistic_function">Logistic function</a>

%F T(n, k) = (-1)^k*k!*Stirling2(n+1, k+1). - _Jean-François Alcover_, Dec 16 2014

%F T(n, k) = (k+1)*T(n-1,k) - k*T(n-1,k-1), T(0,0) = 1, T(n,k) = 0 if k>n or if k<0. - _Philippe Deléham_, May 29 2015

%F Worpitzky's representation of the Bernoulli numbers B(n, 1) = Sum_{k = 0..n} T(n,k)/(k+1) = A164555(n)/A027642(n) (Bernoulli numbers). - _Philippe Deléham_, May 29 2015

%F T(n, k) = Sum_{j=0..k} (-1)^j*binomial(k, j)*(j+1)^n. - _Peter Luschny_, Sep 21 2017

%F Let W_n(x) be the row polynomials of this sequence and F_n(x) the row polynomials of A278075. Then W_n(1 - x) = F_n(x). Also Integral_{x=0..1} U_n(x) = Bernoulli(n, 1) for U in {W, F}. - _Peter Luschny_, Aug 10 2021

%e y = 1/(1+exp(-x))

%e y^(0) = y

%e y^(1) = y-y^2

%e y^(2) = y-3*y^2+2*y^3

%e y^(3) = y-7*y^2+12*y^3-6*y^4

%e Triangle begins :

%e n\k 0 1 2 3 4 5 6

%e ----------------------------------------

%e 0: 1

%e 1: 1 -1

%e 2: 1 -3 2

%e 3: 1 -7 12 -6

%e 4: 1 -15 50 -60 24

%e 5: 1 -31 180 -390 360 -120

%e 6: 1 -63 602 -2100 3360 -2520 720

%e 7: 1 -127 ... - Reformatted by _Philippe Deléham_, May 26 2015

%e Change of basis constants: x^4 = 1 - 15*binomial(x+1,1) + 50*binomial(x+2,2) - 60*binomial(x+3,3) + 24*binomial(x+4,4). - _Peter Bala_, Jun 06 2019

%p A163626 := (n, k) -> add((-1)^j*binomial(k, j)*(j+1)^n, j = 0..k):

%p for n from 0 to 6 do seq(A163626(n, k), k = 0..n) od; # _Peter Luschny_, Sep 21 2017

%t Derivative[0][y][x] = y[x]; Derivative[1][y][x] = y[x]*(1-y[x]);

%t Derivative[n_][y][x] := Derivative[n][y][x] = D[Derivative[n-1][y][x], x];

%t row[n_] := CoefficientList[Derivative[n][y][x], y[x]] // Rest;

%t Table[row[n], {n, 0, 9}] // Flatten

%t (* or *) Table[(-1)^k*k!*StirlingS2[n+1, k+1], {n, 0, 9}, {k, 0, n}] // Flatten

%t (* _Jean-François Alcover_, Dec 16 2014 *)

%o (Python)

%o from sympy.core.cache import cacheit

%o @cacheit

%o def T(n, k):return 1 if n==0 and k==0 else 0 if k>n or k<0 else (k + 1)*T(n - 1, k) - k*T(n - 1, k - 1)

%o for n in range(51): print([T(n, k) for k in range(n + 1)]) # _Indranil Ghosh_, Sep 11 2017

%Y Cf. A000629, A027642, A028246, A084938, A163626, A164555.

%Y Columns k=0-10 give: A000012, A000225, A028243, A028244, A028245, A032180, A228909, A228910, A228911, A228912, A228913.

%Y Cf. A278075.

%K easy,sign,tabl

%O 0,5

%A _Richard V. Scholtz, III_, Aug 01 2009

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Last modified May 12 23:28 EDT 2024. Contains 372497 sequences. (Running on oeis4.)