A bounded function belongs to when
Write with an integer and , using at integer . For , subtract its degree- Taylor polynomial at . For , the integral Taylor remainder with is bounded using the Hölder seminorm; for this is exactly Hölder continuity. The resulting bound is the displayed estimate. At integer order, the convention is ; a function on a compact closed interval also obeys this estimate.
Localized wavelets of support diameter and norm , with enough vanishing moments, satisfy
Subtract a Taylor polynomial annihilated by the wavelet, apply the Hölder-Taylor remainder bound on its support of a function, and multiply by its norm. The same argument applies to localized boundary wavelets with the same cancellation; finitely many coarse scaling functions are handled separately.
The full norm is , combining the derivative supremum norm with the top-derivative Hölder seminorm. At order zero it is the sum of the supremum norm and the Hölder seminorm.
The Hölder seminorm of exponent is
It measures Hölder continuity without including the supremum norm of the function itself.
If uniformly and the Hölder seminorms are uniformly bounded, each fixed difference quotient converges. Taking the supremum over point pairs gives . The supremum norms converge, so the full Hölder norm has the same lower semicontinuity of a Hölder seminorm.
A Hölder class bounds derivatives through order and requires the highest derivative to be Hölder continuous with exponent and constant .
A function is Hölder continuous with exponent when for some constant .
If a real function on an interval obeys for finite and , its difference quotients tend to zero everywhere. The mean value theorem makes it constant. Equivalently, divide a segment into pieces to obtain .
For and , the integral is well defined for every real . Scaling the squared kernel difference over the real line and using the Cauchy-Schwarz inequality give .
If a holomorphic function on a half-rectangle satisfies with , then it extends to an -Hölder continuous function on the closed half-rectangle. Integrate vertically to height , horizontally at that height, and vertically back; each contribution is .
On a ball of radius , lower derivative norms of are bounded by an arbitrarily small multiple of the top Hölder seminorm plus a multiple of . One endpoint form is
On a bounded regular domain, a bounded subset of is relatively compact in whenever . This is an Arzela-Ascoli theorem argument applied successively to the derivatives.
If with , then Fourier inversion, , and Cauchy-Schwarz give
The weighted frequency integral converges precisely because .

Articles by others on the same topic (0)

There are currently no matching articles.