Hölder condition

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In mathematics, a real or complex-valued function f on d-dimensional Euclidean space satisfies a Hölder condition, or is Hölder continuous, when there are real constants C ≥ 0, α > 0, such that for all x and y in the domain of f. More generally, the condition can be formulated for functions between any two metric spaces. The number is called the exponent of the Hölder condition. A function on an interval satisfying the condition with α > 1 is constant (see proof below). If α = 1, then the function satisfies a Lipschitz condition. For any α > 0, the condition implies the function is uniformly continuous. The condition is named after Otto Hölder.

We have the following chain of inclusions for functions defined on a closed and bounded interval [a, b] of the real line with a < b:

Continuously differentiableLipschitz continuous-Hölder continuousuniformly continuous = continuous,

where 0 < α ≤ 1.

Hölder spaces

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Hölder spaces consisting of functions satisfying a Hölder condition are basic in areas of functional analysis relevant to solving partial differential equations, and in dynamical systems. The Hölder space Ck,α(Ω), where Ω is an open subset of some Euclidean space and k ≥ 0 an integer, consists of those functions on Ω having continuous derivatives up through order k and such that the k-th partial derivatives are Hölder continuous with exponent α, where 0 < α ≤ 1. This is a locally convex topological vector space. If the Hölder coefficient   is finite, then the function f is said to be (uniformly) Hölder continuous with exponent α in Ω. In this case, the Hölder coefficient serves as a seminorm. If the Hölder coefficient is merely bounded on compact subsets of Ω, then the function f is said to be locally Hölder continuous with exponent α in Ω.

If the function f and its derivatives up to order k are bounded on the closure of Ω, then the Hölder space   can be assigned the norm   where β ranges over multi-indices and  

These seminorms and norms are often denoted simply   and   or also   and   in order to stress the dependence on the domain of f. If Ω is open and bounded, then   is a Banach space with respect to the norm  .

Compact embedding of Hölder spaces

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Let Ω be a bounded subset of some Euclidean space (or more generally, any totally bounded metric space) and let 0 < α < β ≤ 1 two Hölder exponents. Then, there is an obvious inclusion map of the corresponding Hölder spaces:   which is continuous since, by definition of the Hölder norms, we have:  

Moreover, this inclusion is compact, meaning that bounded sets in the ‖ · ‖0,β norm are relatively compact in the ‖ · ‖0,α norm. This is a direct consequence of the Ascoli-Arzelà theorem. Indeed, let (un) be a bounded sequence in C0,β(Ω). Thanks to the Ascoli-Arzelà theorem we can assume without loss of generality that unu uniformly, and we can also assume u = 0. Then   because  

Examples

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  • If 0 < αβ ≤ 1 then all   Hölder continuous functions on a bounded set Ω are also   Hölder continuous. This also includes β = 1 and therefore all Lipschitz continuous functions on a bounded set are also C0,α Hölder continuous.
  • The function f(x) = xβ (with β ≤ 1) defined on [0, 1] serves as a prototypical example of a function that is C0,α Hölder continuous for 0 < αβ, but not for α > β. Further, if we defined f analogously on  , it would be C0,α Hölder continuous only for α = β.
  • If a function   is  –Hölder continuous on an interval and   then   is constant.
Proof

Consider the case   where  . Then  , so the difference quotient converges to zero as  . Hence   exists and is zero everywhere. Mean-value theorem now implies   is constant. Q.E.D.

Alternate idea: Fix   and partition   into   where  . Then   as  , due to  . Thus  . Q.E.D.

  • There are examples of uniformly continuous functions that are not α–Hölder continuous for any α. For instance, the function defined on [0, 1/2] by f(0) = 0 and by f(x) = 1/log(x) otherwise is continuous, and therefore uniformly continuous by the Heine-Cantor theorem. It does not satisfy a Hölder condition of any order, however.
  • The Weierstrass function defined by:   where   is an integer,   and   is α-Hölder continuous with[1]  
  • The Cantor function is Hölder continuous for any exponent   and for no larger one. In the former case, the inequality of the definition holds with the constant C := 2.
  • Peano curves from [0, 1] onto the square [0, 1]2 can be constructed to be 1/2–Hölder continuous. It can be proved that when   the image of a  -Hölder continuous function from the unit interval to the square cannot fill the square.
  • Sample paths of Brownian motion are almost surely everywhere locally  -Hölder for every  .
  • Functions which are locally integrable and whose integrals satisfy an appropriate growth condition are also Hölder continuous. For example, if we let   and u satisfies   then u is Hölder continuous with exponent α.[2]
  • Functions whose oscillation decay at a fixed rate with respect to distance are Hölder continuous with an exponent that is determined by the rate of decay. For instance, if   for some function u(x) satisfies   for a fixed λ with 0 < λ < 1 and all sufficiently small values of r, then u is Hölder continuous.
  • Functions in Sobolev space can be embedded into the appropriate Hölder space via Morrey's inequality if the spatial dimension is less than the exponent of the Sobolev space. To be precise, if   then there exists a constant C, depending only on p and n, such that:   where   Thus if uW1, p(Rn), then u is in fact Hölder continuous of exponent γ, after possibly being redefined on a set of measure 0.

Properties

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  • A closed additive subgroup of an infinite dimensional Hilbert space H, connected by α–Hölder continuous arcs with α > 1/2, is a linear subspace. There are closed additive subgroups of H, not linear subspaces, connected by 1/2–Hölder continuous arcs. An example is the additive subgroup L2(R, Z) of the Hilbert space L2(R, R).
  • Any α–Hölder continuous function f on a metric space X admits a Lipschitz approximation by means of a sequence of functions (fk) such that fk is k-Lipschitz and   Conversely, any such sequence (fk) of Lipschitz functions converges to an α–Hölder continuous uniform limit f.
  • Any α–Hölder function f on a subset X of a normed space E admits a uniformly continuous extension to the whole space, which is Hölder continuous with the same constant C and the same exponent α. The largest such extension is:  
  • The image of any   under an α–Hölder function has Hausdorff dimension at most  , where   is the Hausdorff dimension of  .
  • The space   is not separable.
  • The embedding   is not dense.
  • If   and   satisfy on smooth arc L the   and   conditions respectively, then the functions   and   satisfy the   condition on L, where  .

See also

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Notes

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  1. ^ Hardy, G. H. (1916). "Weierstrass's Non-Differentiable Function". Transactions of the American Mathematical Society. 17 (3): 301–325. doi:10.2307/1989005. JSTOR 1989005.
  2. ^ See, for example, Han and Lin, Chapter 3, Section 1. This result was originally due to Sergio Campanato.

References

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