Summation of Products of n Numbers taken m at a time with Repetitions/Lemma 2
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Theorem
Let $a, b \in \Z$ be integers such that $b \ge a$.
Let $U$ be a set of $n = b - a + 1$ numbers $\set {x_a, x_{a + 1}, \ldots, x_b}$.
Let $m \in \Z_{>0}$ be a (strictly) positive integer.
Let:
\(\ds h_m\) | \(=\) | \(\ds \sum_{a \mathop \le j_1 \mathop \le \cdots \mathop \le j_m \mathop \le b} \paren {\prod_{k \mathop = 1}^m x_{j_k} }\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{a \mathop \le j_1 \mathop \le \cdots \mathop \le j_m \mathop \le b} x_{j_1} \cdots x_{j_m}\) |
That is, $h_m$ is the product of all $m$-tuples of elements of $U$ taken $m$ at a time.
For $r \in \Z_{> 0}$, let:
- $S_r = \ds \sum_{j \mathop = a}^b {x_j}^r$
Let $\map G z$ be the generating function for the sequence $\sequence {h_m}$.
Then:
\(\ds \map \ln {\map G z}\) | \(=\) | \(\ds \sum_{k \mathop \ge 1} \dfrac {S_k z^k} k\) |
Proof
\(\ds \map G z\) | \(=\) | \(\ds \dfrac 1 {\paren {1 - x_a z} \paren {1 - x_{a + 1} z} \cdots \paren {1 - x_b z} }\) | Lemma 1 | |||||||||||
\(\ds \leadsto \ \ \) | \(\ds \map \ln {\map G z}\) | \(=\) | \(\ds \ln \dfrac 1 {1 - x_a z} + \ln \dfrac 1 {1 - x_{a + 1} z} + \cdots + \ln \dfrac 1 {1 - x_b z}\) | Sum of Logarithms | ||||||||||
\(\ds \) | \(=\) | \(\ds \paren {\sum_{k \mathop \ge 1} \dfrac { {x_a}^k z^k} k} + \paren {\sum_{k \mathop \ge 1} \dfrac { {x_{a + 1} }^k z^k} k} + \cdots + \paren {\sum_{k \mathop \ge 1} \dfrac { {x_b}^k z^k} k}\) | Generating Function for Sequence of Reciprocals of Natural Numbers | |||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{k \mathop \ge 1} \dfrac {z^k} k \paren { {x_a}^k + {x_{a + 1} }^k + \cdots + {x_b}^k}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{k \mathop \ge 1} \dfrac {z^k} k \sum_{j \mathop = a}^b {x_j}^k\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{k \mathop \ge 1} \dfrac {S_k z^k} k\) | by definition of $S_k$ |
$\blacksquare$
Sources
- 1997: Donald E. Knuth: The Art of Computer Programming: Volume 1: Fundamental Algorithms (3rd ed.) ... (previous) ... (next): $\S 1.2.9$: Generating Functions: Exercise $7$