Mathematics · Glossary

What is absolute convergence in a Banach space?

Definition 7.1 University Mathematics — Year 2 · Chapter 7 — Sequences and Series

For a sequence (un)(u_n) in a normed space EE, the series un\sum u_n converges when its partial sums do; it converges absolutely when un<\sum \norm{u_n} < \infty. In a Banach space, absolute convergence implies convergence (Theorem 5.21); in a non-complete space this may fail (Exercise 7.9).

Examples

Example 7.2

In Mn(K)\mathcal{M}_n(K) (or Lc(E)\mathcal{L}_c(E), EE Banach): for A<1\vertiii A < 1, the Neumann series Ak\sum A^k converges absolutely to (IA)1(I - A)^{-1} (proved in Exercise 5.5); Akk!\sum \frac{A^k}{k!} converges absolutely to eA\eu^A for every AA (Example 5.22). Operator-valued geometric and exponential series behave like their scalar models — the whole point of the Banach framework.

Example 7.4

sinnn\sum \frac{\sin n}{n} converges: an=1n0a_n = \frac1n \downarrow 0 and Bn=k=1nsinkB_n = \sum_{k=1}^{n} \sin k is bounded — indeed Bn=kneik=ei(ein1)ei1B_n = \Im\sum_{k \leq n} \eu^{\iu k} = \Im\,\frac{\eu^{\iu}(\eu^{\iu n} - 1)}{\eu^{\iu} - 1}, of modulus 2ei1\leq \frac{2}{\abs{\eu^{\iu} - 1}}. It does not converge absolutely (sinnsin2n=1cos2n2\abs{\sin n} \geq \sin^2 n = \frac{1 - \cos 2n}{2}, and 1cos2n2n\sum \frac{1 - \cos 2n}{2n} diverges since cos2nn\sum \frac{\cos 2n}{n} converges by the same Abel test while 12n\sum \frac{1}{2n} diverges). The alternating series test is the special case bn=(1)nb_n = (-1)^n.

Example 7.5 (Abel on the circle of convergence)

For which complex zz with z=1\abs z = 1 does n1znn\sum_{n \geq 1} \frac{z^n}{n} converge? At z=1z = 1 it is the harmonic series: divergent. For z1z \neq 1 on the circle, Abel’s test applies with an=1n0a_n = \frac1n \downarrow 0 and bn=znb_n = z^n, whose partial sums are bounded independently of NN:

n=1Nzn=z(zN1)z12z1.\Bigl|\sum_{n=1}^{N} z^n\Bigr| = \Bigl|\frac{z(z^N - 1)}{z - 1}\Bigr| \leq \frac{2}{\abs{z - 1}} .

Convergent — though never absolutely (1n\sum\frac1n). One series, a circle of behaviours: divergence at a single point, semi-convergence everywhere else. This is the standard boundary behaviour of power series (Chapter 11), met here with bare hands; at z=1z = -1 it recovers the alternating harmonic series, and at z=eiθz = \eu^{\iu\theta} its real and imaginary parts are the series cosnθn\sum\frac{\cos n\theta}{n} and sinnθn\sum\frac{\sin n\theta}{n} of Exercise 7.4.

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