Math 2.0

Functional analysis Definition

Type and cotype

Builds on Banach space

Definition

Let XX be a real or complex Banach space. For vectors x1,…,xnx_1, \dots, x_n in XX, write R(x1,…,xn)=(12n∑ε∈{−1,1}n∥∑i=1nεixi∥2)1/2,R(x_1, \dots, x_n) = \Big( \frac{1}{2^n} \sum_{\varepsilon \in \set{-1, 1}^n} \Big\| \sum_{i=1}^n \varepsilon_i x_i \Big\|^2 \Big)^{1/2}, the quadratic mean of the norm over all choices of signs.

  1. Let 1≤p≤21 \le p \le 2. The space XX has type pp if there is a constant CC with R(x1,…,xn)≤C(∑i=1n∥xi∥p)1/pR(x_1, \dots, x_n) \le C \big( \sum_{i=1}^n \norm{x_i}^p \big)^{1/p} for all nn and all x1,…,xn∈Xx_1, \dots, x_n \in X.
  2. Let 2≤q<∞2 \le q < \infty. The space XX has cotype qq if there is a constant CC with (∑i=1n∥xi∥q)1/q≤C R(x1,…,xn)\big( \sum_{i=1}^n \norm{x_i}^q \big)^{1/q} \le C \, R(x_1, \dots, x_n) for all nn and all x1,…,xn∈Xx_1, \dots, x_n \in X.

Remarks

Example: a Hilbert space HH has type 22 and cotype 22 with C=1C = 1. Expanding the squares, the cross terms ±2Re⁡⟨xi,xj⟩\pm 2 \operatorname{Re} \ip{x_i}{x_j} cancel in the average over signs. So R(x1,…,xn)2=∑i∥xi∥2R(x_1, \dots, x_n)^2 = \sum_i \norm{x_i}^2 exactly.

Non-example: ℓ1\ell^1 has no type p>1p > 1. For the unit vectors e1,…,ene_1, \dots, e_n, every sign sum has norm nn, so R=nR = n. The right side of the type inequality is Cn1/pC n^{1/p}, and n≤Cn1/pn \le C n^{1/p} fails for large nn.

Every Banach space has type 11, by the triangle inequality. Type pp implies type p′p' for p′<pp' < p, and cotype qq implies cotype q′q' for q′>qq' > q. By the Kahane inequality, the quadratic mean in RR can be replaced by the plain mean of the norm, with other constants. For 1≤p<∞1 \le p < \infty, the space LpL^p has type min⁡(p,2)\min(p, 2) and cotype max⁡(p,2)\max(p, 2).

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Further reading

  1. Web https://en.wikipedia.org/wiki/Type_and_cotype_of_a_Banach_space
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Tag3X4YMR25ST
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Kinddefinition
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MSC46B07, 46B09
DefinesType and cotype
UsesBanach space
Changed2 November 2026

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