ABSTRACT
The behavior of the algorithms discussed in this volume cannot be understood without some knowledge of the mathematical properties of the underlying functions. Thus, we will go over a few facts from real and harmonic analysis. This chapter can be skipped by those who are skimming the text, but the reader is advised to try the exercises as preparation for the mathematical development later.
