Math 2.0

Functional analysis Theorem

Dvoretzky–Rogers theorem

Builds on Banach spaceUnconditional convergenceAbsolute convergence

Statement

Let XX be an infinite-dimensional Banach space. Let (cn)(c_n) be a sequence of nonnegative real numbers with ∑ncn2<∞\sum_n c_n^2 < \infty. Then there is a sequence (xn)(x_n) in XX with ∥xn∥=cn\norm{x_n} = c_n for all nn such that ∑nxn\sum_n x_n converges unconditionally.

Remarks

Taking cn=1/nc_n = 1/n gives a series in XX that converges unconditionally but not absolutely. In finite dimensions every unconditionally convergent series converges absolutely. So a Banach space is finite-dimensional if and only if unconditional and absolute convergence of series coincide in it. In a Hilbert space, every unconditionally convergent series satisfies ∑∥xn∥2<∞\sum \norm{x_n}^2 < \infty, so the condition on (cn)(c_n) cannot be weakened in general. The proof uses the Dvoretzky–Rogers lemma, a statement about the geometry of finite-dimensional normed spaces.

Going deeper

For a student

The theorem says that absolute and unconditional convergence agree only in finite dimensions. It shows that the example of ∑en/n\sum e_n / n in ℓ2\ell^2 is not special to Hilbert space. Its proof works inside large finite-dimensional subspaces of XX, a typical method of local Banach space theory.

Reading path

To understand this page from the ground up, read these 46 pages in order. The foundations come first.

  1. Element definition
  2. Extended real number line object
  3. Proposition concept
  4. Real numbers object
  5. Sequence definition
  6. Set bounded above definition
  7. Unconditional convergence concept
  8. Set definition
  9. Conjunction definition
  10. Disjunction definition
  11. Implication definition
  12. Predicate definition
  13. Real sequence definition
  14. Supremum definition
  15. Empty set object
  16. Family of sets definition
  17. Ordered pair definition
  18. Intersection definition
  19. Union definition
  20. Existential quantifier definition
  21. Universal quantifier definition
  22. Limit of a sequence definition
  23. Series definition
  24. Cartesian product definition
  25. Subset definition
  26. Union of a family of sets definition
  27. Uniqueness quantifier definition
  28. Convergent sequence definition
  29. Partial sum definition
  30. Binary relation definition
  31. Topological space definition
  32. Convergent series definition
  33. Function definition
  34. Absolute convergence definition
  35. Metric space definition
  36. Convergence of a sequence in a metric space definition
  37. Open ball definition
  38. Diameter of a set definition
  39. Metric topology definition
  40. Epsilon characterisation of Cauchy sequences statement
  41. Complete metric space definition
  42. Open set definition
  43. Equivalent metrics definition
  44. Equivalent norms definition
  45. Banach space definition
  46. Dvoretzky–Rogers theorem statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Unconditional_convergence
About this page
TagH924SAD12G
URIm2://H924SAD12G
Kindstatement, theorem
WritingW0 stub
MSC46B15, 40A05
StatusThis copy of the site has no build data. Run m2 status H924SAD12G.
AboutUnconditional convergence
UsesBanach space, Unconditional convergence, Absolute convergence
Changed2 November 2026

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