A sequence converges to when for every there is such that for all . A series converges to a finite when its partial sums converge to .
If the series converges, then , so its terms tend to zero. The converse is false: the harmonic series has terms tending to zero but diverges.
For the arithmetic averages, suppose . Fix and choose so for . The finite initial contribution is fixed, andFor sufficiently large , , provingThis is the Cesaro theorem for convergent sequences. Its hypothesis concerns a convergent sequence; the corresponding series need not be a convergent series.
For the example, take . Every term is positive and different from , andThe bounding geometric series converges, so the comparison test for series proves that the partial sums converge.
In general, if converges, the necessary condition for a convergent series gives . Since ,Apply the Cesaro theorem for convergent sequences to these summands:Equivalently, . The series of the differences may converge while the series of the positive sums still diverges linearly.
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