The main remaining problem in our classification of convergence modes in
terms of the dominant singularities is to show that if those singularities
are borderline hard ones then the series is still convergent
almost everywhere. While we are not able to prove this in general, even
within the realm of the regular integral-differential chains, there are
some rather large classes of DP Fourier series for which it is possible to
prove the convergence almost everywhere. These series satisfy all the
conditions imposed in the previous section, which means that they belong
to regular integral-differential chains. We will also be able to establish
the existence, location and character of the dominant singularities of the
corresponding inner analytic functions
.
We will call these series monotonic series, which refers to the fact
that they have coefficients that behave monotonically with
.
Other series can also be built from these monotonic series by means of
finite linear combinations, which will share their properties regarding
convergence and dominant singularities, but which are not themselves
monotonic. We will call these extended monotonic series. The method
we will use to establish proof of convergence will lead to the concept of
singularity factorization, which we will later generalize. This is a
method for evaluating the series which is algorithmically useful, and can
be used safely in very general circumstances.