prevalent and shy sets

{{Short description|Measure theory}}

{{No footnotes|date=June 2020}}

In mathematics, the notions of prevalence and shyness are notions of "almost everywhere" and "measure zero" that are well-suited to the study of infinite-dimensional spaces and make use of the translation-invariant Lebesgue measure on finite-dimensional real spaces. The term "shy" was suggested by the American mathematician John Milnor.

Definitions

= Prevalence and shyness =

Let V be a real topological vector space and let S be a Borel-measurable subset of V. S is said to be prevalent if there exists a finite-dimensional subspace P of V, called the probe set, such that for all v \in V we have v + p \in S for \lambda_P-almost all p \in P, where \lambda_P denotes the \dim (P)-dimensional Lebesgue measure on P. Put another way, for every v \in V, Lebesgue-almost every point of the hyperplane v + P lies in S.

A non-Borel subset of V is said to be prevalent if it contains a prevalent Borel subset.

A Borel subset of V is said to be shy if its complement is prevalent; a non-Borel subset of V is said to be shy if it is contained within a shy Borel subset.

An alternative, and slightly more general, definition is to define a set S to be shy if there exists a transverse measure for S (other than the trivial measure).

= Local prevalence and shyness =

A subset S of V is said to be locally shy if every point v \in V has a neighbourhood N_v whose intersection with S is a shy set. S is said to be locally prevalent if its complement is locally shy.

Theorems involving prevalence and shyness

  • If S is shy, then so is every subset of S and every translate of S.
  • Every shy Borel set S admits a transverse measure that is finite and has compact support. Furthermore, this measure can be chosen so that its support has arbitrarily small diameter.
  • Any finite or countable union of shy sets is also shy. Analogously, countable intersection of prevalent sets is prevalent.
  • Any shy set is also locally shy. If V is a separable space, then every locally shy subset of V is also shy.
  • A subset S of n-dimensional Euclidean space \R^n is shy if and only if it has Lebesgue measure zero.
  • Any prevalent subset S of V is dense in V.
  • If V is infinite-dimensional, then every compact subset of V is shy.

In the following, "almost every" is taken to mean that the stated property holds of a prevalent subset of the space in question.

  • Almost every continuous function from the interval [0, 1] into the real line \R is nowhere differentiable; here the space V is C([0, 1]; \R) with the topology induced by the supremum norm.
  • Almost every function f in the L^p space L^1([0, 1]; \R) has the property that \int_0^1 f(x) \, \mathrm{d} x \neq 0. Clearly, the same property holds for the spaces of k-times differentiable functions C^k([0, 1]; \R).
  • For 1 < p \leq +\infty, almost every sequence a = \left(a_n\right)_{n \in \N} \in \ell^p has the property that the series \sum_{n \in \N} a_n diverges.
  • Prevalence version of the Whitney embedding theorem: Let M be a compact manifold of class C^1 and dimension d contained in \R^n. For 1 \leq k \leq +\infty, almost every C^k function f : \R^n \to \R^{2d+1} is an embedding of M.
  • If A is a compact subset of \R^n with Hausdorff dimension d, m \geq , and 1 \leq k \leq +\infty, then, for almost every C^k function f : \R^n \to \R^m, f(A) also has Hausdorff dimension d.
  • For 1 \leq k \leq +\infty, almost every C^k function f : \R^n \to \R^n has the property that all of its periodic points are hyperbolic. In particular, the same is true for all the period p points, for any integer p.

References

{{reflist}}

{{reflist|group=note}}

  • {{cite journal

| last = Hunt

| first = Brian R.

| title = The prevalence of continuous nowhere differentiable functions

| journal = Proc. Amer. Math. Soc.

| volume = 122

| year = 1994

| pages = 711–717

| doi = 10.2307/2160745

| issue = 3

| publisher = American Mathematical Society

| jstor = 2160745

|doi-access = free

}}

  • {{cite journal

| author = Hunt, Brian R. and Sauer, Tim and Yorke, James A.

| title = Prevalence: a translation-invariant "almost every" on infinite-dimensional spaces

| journal = Bull. Amer. Math. Soc. (N.S.)

| volume = 27

| year = 1992

| pages = 217–238

| doi = 10.1090/S0273-0979-1992-00328-2

| issue = 2

|arxiv = math/9210220

| s2cid = 17534021

}}

{{Topological vector spaces}}

{{Functional analysis}}

Category:Measure theory

Category:Functional analysis