During the last decades, a great number of processes has been described by complex networks. The complex network theory has been used successfully to describe and characterize natural, artificial and social systems, namely ecosystems, protein-protein interaction, Power Grids, the Internet and WWW and also social relationships. In this book we present a brief introduction to the field followed by some models of interacting agents and stochastic process taking place on complex networks.