Kronecker's Lemma
Theorem
Let $\sequence {x_n}$ be an infinite sequence of real numbers such that:
- $\ds \sum_{n \mathop = 1}^\infty x_n = s$
exists and is finite.
Then for $0 < b_1 \le b_2 \le b_3 \le \ldots$ and $b_n \to \infty$:
- $\ds \lim_{n \mathop \to \infty} \frac 1 {b_n} \sum_{k \mathop = 1}^n b_k x_k = 0$
Proof
Let $S_k$ denote the partial sums of the $x$s.
Using Summation by Parts:
- $\ds \frac 1 {b_n} \sum_{k \mathop = 1}^n b_k x_k = S_n - \frac 1 {b_n} \sum_{k \mathop = 1}^{n - 1} \paren {b_{k + 1} - b_k} S_k$
Now, pick any $\epsilon \in \R_{>0}$.
Choose $N$ such that $S_k$ is $\epsilon$-close to $s$ for $k > N$.
This can be done, as the sequence $S_k$ converges to $s$.
Then the right hand side is:
\(\ds \) | \(\) | \(\ds S_n - \frac 1 {b_n} \sum_{k \mathop = 1}^{N - 1} \paren {b_{k + 1} - b_k} S_k - \frac 1 {b_n} \sum_{k \mathop = N}^{n - 1} \paren {b_{k + 1} - b_k} S_k\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds S_n - \frac 1 {b_n} \sum_{k \mathop = 1}^{N - 1} \paren {b_{k + 1} - b_k} S_k - \frac 1 {b_n} \sum_{k \mathop = N}^{n - 1} \paren {b_{k + 1} - b_k} s - \frac 1 {b_n} \sum_{k \mathop = N}^{n - 1} \paren {b_{k + 1} - b_k} \paren {S_k - s}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds S_n - \frac 1 {b_n} \sum_{k \mathop = 1}^{N - 1} \paren {b_{k + 1} - b_k} S_k - \frac {b_n - b_N} {b_n} s - \frac 1 {b_n} \sum_{k \mathop = N}^{n - 1} \paren {b_{k + 1} - b_k} \paren {S_k - s}\) |
Now, let $n \to \infty$.
The first term goes to $s$, which cancels with the third term.
The second term goes to zero (as the sum is a fixed value).
Since the $b$ sequence is increasing, the last term is bounded by $\epsilon \dfrac {b_n - b_N} {b_n} \le \epsilon$.
$\blacksquare$
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Source of Name
This entry was named for Leopold Kronecker.
Sources
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- 2014: Christopher Clapham and James Nicholson: The Concise Oxford Dictionary of Mathematics (5th ed.) ... (previous) ... (next): Kronecker's Lemma