Wavelets: Tools for Science & Technology

Appendix D: H lder Spaces and Besov Spaces

This appendix contains the definitions and some fundamental results about Besov spaces and related spaces that are mentioned in Chapter 9 and again prominently in Chapter 11.

D.1 H lder spaces

We begin by defining the homogeneous H lder spaces because they are simple and they lead naturally to the Besov spaces.

For a given is defined to be the set of all continuous functions f such that

If we let

then ? ?? ? is a norm and is a Banach space in this norm, modulo the constant functions.

This definition can be reformulated using the modulus of continuity ? ?( f,h), which is defined as follows:

Then f belongs to if and only if ? ?( f,h) ? Ch ?. It is easy to see that

If 1 ? ? < 2, the definition is similar, but [ ? y f]( x) = f( x + y) ? f( x) is replaced by [ ? 2 y f]( x) = f( x + 2 y) ? 2 f( x + y) + f( x). The space is again defined by the condition ? ?( f,h) ? Ch ?. It is a Banach space, but now the elements are modulo the affine functions. For N ? ? < N + 1, [ ?

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