“…With the exception of the Introduction and the historical background of Chapter 1, and the review in Chapter 2, it is believed that all the work described in this thesis is original. Chapter 3, is based on paper [10], written jointly with V. M. Rothos, P. G. Kevrekidis and D. J. Frantzeskakis, published in Journal of Physics A: Mathematical and General. The results of Chapter 4, have been written up in the joint paper [11], with T. Rossides and V. M. Rothos, which has been published in The European Physical Journal Special Topics, in addition some of the results of these Chapter are part of a paper in progress.…”