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mathematical Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
study of
functional analysis Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
, the Banach–Mazur distance is a way to define a
distance Distance is a numerical or occasionally qualitative measurement of how far apart objects, points, people, or ideas are. In physics or everyday usage, distance may refer to a physical length or an estimation based on other criteria (e.g. "two co ...
on the set Q(n) of n-dimensional
normed space The Ateliers et Chantiers de France (ACF, Workshops and Shipyards of France) was a major shipyard that was established in Dunkirk, France, in 1898. The shipyard boomed in the period before World War I (1914–18), but struggled in the inter-war p ...
s. With this distance, the set of
isometry In mathematics, an isometry (or congruence, or congruent transformation) is a distance-preserving transformation between metric spaces, usually assumed to be bijective. The word isometry is derived from the Ancient Greek: ἴσος ''isos'' me ...
classes of n-dimensional normed spaces becomes a compact metric space, called the Banach–Mazur compactum.


Definitions

If X and Y are two finite-dimensional normed spaces with the same dimension, let \operatorname(X, Y) denote the collection of all linear isomorphisms T : X \to Y. Denote by \, T\, the
operator norm In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces. Inform ...
of such a linear map — the maximum factor by which it "lengthens" vectors. The Banach–Mazur distance between X and Y is defined by \delta(X, Y) = \log \Bigl( \inf \left\ \Bigr). We have \delta(X, Y) = 0 if and only if the spaces X and Y are isometrically isomorphic. Equipped with the metric ''δ'', the space of isometry classes of n-dimensional normed spaces becomes a compact metric space, called the Banach–Mazur compactum. Many authors prefer to work with the multiplicative Banach–Mazur distance d(X, Y) := \mathrm^ = \inf \left\, for which d(X, Z) \leq d(X, Y) \, d(Y, Z) and d(X, X) = 1.


Properties

F. John's theorem on the maximal ellipsoid contained in a convex body gives the estimate: : d(X, \ell_n^2) \le \sqrt, \, where \ell_n^2 denotes \R^n with the
Euclidean norm Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces'' ...
(see the article on L^p spaces). From this it follows that d(X, Y) \leq n for all X, Y \in Q(n). However, for the classical spaces, this upper bound for the diameter of Q(n) is far from being approached. For example, the distance between \ell_n^1 and \ell_n^ is (only) of order n^ (up to a multiplicative constant independent from the dimension n). A major achievement in the direction of estimating the diameter of Q(n) is due to E. Gluskin, who proved in 1981 that the (multiplicative) diameter of the Banach–Mazur compactum is bounded below by c\,n, for some universal c > 0. Gluskin's method introduces a class of random symmetric
polytope In elementary geometry, a polytope is a geometric object with flat sides ('' faces''). Polytopes are the generalization of three-dimensional polyhedra to any number of dimensions. Polytopes may exist in any general number of dimensions as an ...
s P(\omega) in \R^n, and the normed spaces X(\omega) having P(\omega) as unit ball (the vector space is \R^n and the norm is the
gauge Gauge ( ) may refer to: Measurement * Gauge (instrument), any of a variety of measuring instruments * Gauge (firearms) * Wire gauge, a measure of the size of a wire ** American wire gauge, a common measure of nonferrous wire diameter, especia ...
of P(\omega)). The proof consists in showing that the required estimate is true with large probability for two independent copies of the normed space X(\omega). Q(2) is an
absolute extensor Absolute may refer to: Companies * Absolute Entertainment, a video game publisher * Absolute Radio, (formerly Virgin Radio), independent national radio station in the UK * Absolute Software Corporation, specializes in security and data risk mana ...
. On the other hand, Q(2) is not homeomorphic to a
Hilbert cube In mathematics, the Hilbert cube, named after David Hilbert, is a topological space that provides an instructive example of some ideas in topology. Furthermore, many interesting topological spaces can be embedded in the Hilbert cube; that is, ca ...
.


See also

* *


Notes


References

* * *
Banach-Mazur compactum

A note on the Banach-Mazur distance to the cube


{{DEFAULTSORT:Banach-Mazur compactum Functional analysis Metric geometry Metric spaces