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Hölder condition

 
Wikipedia: Hölder condition

In mathematics, a real or complex-valued function ƒ on d-dimensional Euclidean space satisfies a Hölder condition, or is Hölder continuous, when there are nonnegative real constants C, α, such that

 | f(x) - f(y) | \leq C \, |x - y|^{\alpha}

for all x and y in the domain of ƒ. More generally, the condition can be formulated for functions between any two metric spaces. The number α is called the exponent of the Hölder condition. If α = 1, then the function satisfies a Lipschitz condition. If α = 0, then the function simply is bounded.

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Hölder spaces

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(Ω), where Ω is an open subset of some Euclidean space and k ≥ 0 an integer, consists of those functions on Ω having derivatives up to order k and such that the kth partial derivatives are Hölder continuous with exponent α, where 0 < α ≤ 1. This is a locally convex topological vector space. If the Hölder coefficient

 | f |_{C^{0,\alpha}} = \sup_{x,y \in \Omega} \frac{| f(x) - f(y) |}{|x-y|^\alpha},

is finite, then the function ƒ is said to be (uniformly) Hölder continuous with exponent α in Ω. In this case, Hölder coefficient serves as a seminorm. If the Hölder coefficient is merely bounded on compact subsets of Ω, then the function ƒ is said to be locally Hölder continuous with exponent α in Ω.

If the function ƒ and its derivatives up to order k are bounded on the closure of Ω, then the Hölder space C^{k,\alpha}(\bar{\Omega}) can be assigned the norm

 \| f \|_{C^{k, \alpha}} = \|f\|_{C^k}+\max_{| \beta | = k} | D^\beta f |_{C^{0,\alpha}}

where β ranges over multi-indices and

\|f\|_{C^k} = \max_{| \beta | \leq k} \, \sup_{x\in\Omega}  |D^\beta f (x)|.

These norms and seminorms are often denoted simply | f |_{0,\alpha}\; and \| f \|_{k, \alpha}\; or also | f |_{0, \alpha,\Omega}\; and \| f \|_{k, \alpha,\Omega} in order to stress the dependence on the domain of f.

Compact embedding of Hölder spaces

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 of the corresponding Hölder spaces:

C^{0,\beta}(\Omega)\to C^{0,\alpha}(\Omega),

which is continuous since, by definition of the Hölder norms, the inequality

| f |_{0,\alpha,\Omega}\le \mathrm{diam}(\Omega)^{\beta-\alpha} | f |_{0,\beta,\Omega}

holds for all f\in C^{0,\beta}(\Omega). Moreover, this inclusion is compact, meaning that bounded sets in the \|\cdot\|_{0,\beta} norm are relatively compact in the \|\cdot\|_{0,\alpha} 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 u_n\to u uniformly, and we can also assume u = 0. Then |u_n-u|_{0,\alpha}=|u_n|_{0,\alpha}\to0, because

\frac{|u_n(x)-u_n(y)|}{|x-y|^\alpha}\le\left(\frac{|u_n(x)-u_n(y)|}{|x-y|^\beta}\right)^{\alpha/\beta}|u_n(x)-u_n(y)|^{1-\alpha/\beta} \le |u_n|_{0,\beta}^{\alpha/\beta}\,\left(2\|u_n\|_\infty\right)^{1-\alpha/\beta}=o(1).

Examples

  • If 0 < α ≤ β ≤ 1 then all C0,β Hölder continuous functions on a bounded set  are also C0,α Hölder continuous. This also includes β = 1 and therefore all Lipschitz continuous functions on a bounded set are also C0,α Hölder continuous. However, the function ƒ(x) = x is Lipschitz continuous on R, but does not satisfy the above definition for α < 1, for couples (xy) with distance tending to infinity.
  • The function f(x)=\sqrt{x} defined on [0, 3] is not  Lipschitz continuous, but is C0,α Hölder continuous for α ≤ 1/2.
  • For α > 1, any α–Hölder continuous function on [0, 1] is a constant.
  • 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 α > 1/2, the image of a α–Hölder continuous function from the unit interval to the square cannot fill the square.
  • 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 \scriptstyle L^2(\R,\Z) of the Hilbert space \scriptstyle L^2(\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 \|f-f_k\|_{\infty,X}=O(k^{-\frac{\alpha}{1-\alpha}}). 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 larger such extension is:
f^*(x):=\inf_{y\in X}\big\{f(y)+C|x-y|^\alpha\big\}.

References


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Wikipedia. This article is licensed under the Creative Commons Attribution/Share-Alike License. It uses material from the Wikipedia article "Hölder condition" Read more