A sequence converges to precisely when
For a finite collection of convergent sequences, choose for the same tolerance in row , and let . If , every available lies within of , and so does any selected . Every such finite rowwise selection converges to . The finiteness is what permits a single maximum of the cutoffs.
For the infinite collection, define
For every fixed , this sequence is eventually exactly , and hence converges to . But its diagonal selection is , which has two distinct subsequential limits and does not converge. A moving row index can always choose the exceptional entry before that row reaches its eventual behavior.
The arithmetic-geometric mean inequality gives
By induction these inequalities hold at every step, so is increasing and bounded above by , while is decreasing and bounded below by . The bounded monotone sequence theorem gives limits with . Taking limits in the arithmetic mean recurrence gives , whence . Thus both sequences converge to the same positive limit, the arithmetic-geometric mean iteration's limit. No elementary closed formula for that limit is needed.

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