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单词 generating function
释义

generating function

The power series G(x), where

is the generating function for the infinite sequence g0, g1, g2, g3,…. (Notice that it is convenient here to start the sequence with a term with subscript 0.) Such power series can be manipulated algebraically, and it can be shown, for example, that

Hence, 1/(1−x) and 1/(1−x)2 are the generating functions for the sequences 1, 1, 1, 1,…and 1, 2, 3, 4,…, respectively.

The Fibonacci sequence F0, F1, F2,…is given by F0 = 1, F1 = 1, and Fn + 2 = Fn + 1+ Fn. It can be shown that the generating function for this sequence is 1/(1−x−x2).

The use of generating functions enables sequences to be handled concisely and algebraically. A difference equation for a sequence can lead to an equation for the corresponding generating function, and the use of partial fractions, for example, may then lead to a formula for the n‐th term of the sequence.

Probability and moment generating functions are very powerful tools in statistics.

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更新时间:2025/4/30 13:20:36