This book is the outcome of a conference held at the Centro De Giorgi of the Scuola Normale of Pisa in September 2012. Particular attention was paid to self-similar solutions, such as solitons and travelling waves, asymptotic behaviour, formation of singularities and qualitative properties of solutions.