Math 2.0

statement theorem

Absolutely convergent series in a Banach space converge

Statement

Let (V,∥⋅∥)(V, \|\cdot\|) be a Banach space and let (xn)n≥1(x_n)_{n \ge 1} be a sequence in VV with ∑n≥1∥xn∥<∞\sum_{n \ge 1} \|x_n\| < \infty. Then the partial sums sN=∑n=1Nxns_N = \sum_{n=1}^{N} x_n converge to a point s∈Vs \in V, and ∥s∥≤∑n≥1∥xn∥\|s\| \le \sum_{n \ge 1} \|x_n\|.

Remarks

Proof: for M>NM > N, the triangle inequality gives ∥sM−sN∥≤∑n=N+1M∥xn∥\|s_M - s_N\| \le \sum_{n=N+1}^{M} \|x_n\|. This tends to 00, so (sN)(s_N) is a Cauchy sequence, and it converges because VV is complete. The converse holds: a normed space in which each absolutely convergent series converges is a Banach space. For V=RV = \mathbb{R}, this is the fact that absolutely convergent real series converge.

Explanations

L1 human

If the lengths of the terms have a finite sum, then the series converges in a Banach space. This is a practical test for completeness, and it is often used to build solutions as sums of series.

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Sources

  1. Web https://en.wikipedia.org/wiki/Absolute_convergence, Proof that any absolutely convergent series in a Banach space is convergent
  2. Web https://en.wikipedia.org/wiki/Banach_space, Characterization in terms of series