Triangular array

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The triangular array whose right-hand diagonal sequence consists of Bell numbers BellNumberAnimated.gif
The triangular array whose right-hand diagonal sequence consists of Bell numbers

In mathematics and computing, a triangular array of numbers, polynomials, or the like, is a doubly indexed sequence in which each row is only as long as the row's own index. That is, the ith row contains only i elements.

Contents

Examples

Notable particular examples include these:

Triangular arrays of integers in which each row is symmetric and begins and ends with 1 are sometimes called generalized Pascal triangles; examples include Pascal's triangle, the Narayana numbers, and the triangle of Eulerian numbers. [9]

Generalizations

Triangular arrays may list mathematical values other than numbers; for instance the Bell polynomials form a triangular array in which each array entry is a polynomial. [10]

Arrays in which the length of each row grows as a linear function of the row number (rather than being equal to the row number) have also been considered. [11]

Applications

Apart from the representation of triangular matrices, triangular arrays are used in several algorithms. One example is the CYK algorithm for parsing context-free grammars, an example of dynamic programming. [12]

Romberg's method can be used to estimate the value of a definite integral by completing the values in a triangle of numbers. [13]

The Boustrophedon transform uses a triangular array to transform one integer sequence into another. [14]

See also

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 1  1 1  2 1 2  3 2 2 3  5 3 4 3 5  8 5 6 6 5 8  13 8 10 9 10 8 13  21 13 16 15 15 16 13 21  34 21 26 24 25 24 26 21 34  55 34 42 39 40 40 39 42 34 55  89 55 68 63 65 64 65 63 68 55 89  144 89 110 102 105 104 104 105 102 110 89 144  etc.

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(2,1)-Pascal triangle triangular array in mathematics

In mathematics, the (2,1)-Pascal triangle is a triangular array.

Bernoulli's triangle is an array of partial sums of the binomial coefficients. For any non-negative integer n and for any integer k included between 0 and n, the component in row n and column k is given by:

References

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  9. Barry, P. (2006), "On integer-sequence-based constructions of generalized Pascal triangles" (PDF), Journal of Integer Sequences, 9 (6.2.4): 1–34.
  10. Rota Bulò, Samuel; Hancock, Edwin R.; Aziz, Furqan; Pelillo, Marcello (2012), "Efficient computation of Ihara coefficients using the Bell polynomial recursion", Linear Algebra and Its Applications, 436 (5): 1436–1441, doi: 10.1016/j.laa.2011.08.017 , MR   2890929 .
  11. Fielder, Daniel C.; Alford, Cecil O. (1991), "Pascal's triangle: Top gun or just one of the gang?", in Bergum, Gerald E.; Philippou, Andreas N.; Horadam, A. F. (eds.), Applications of Fibonacci Numbers (Proceedings of the Fourth International Conference on Fibonacci Numbers and Their Applications, Wake Forest University, N.C., U.S.A., July 30–August 3, 1990), Springer, pp. 77–90, ISBN   9780792313090 .
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  14. Millar, Jessica; Sloane, N. J. A.; Young, Neal E. (1996), "A new operation on sequences: the Boustrouphedon transform", Journal of Combinatorial Theory, Series A, 76 (1): 44–54, arXiv: math.CO/0205218 , doi:10.1006/jcta.1996.0087 .