Focusing on the mathematical description of shastic dynamics in discrete as well as in continuous time, this book investigates such dynamical phenomena as perturbations, bifurcations and chaos. It also introduces new ideas for the exploration of infinite dimensional systems, in particular shastic partial differential equations. Example applications are presented from biology, chemistry and engineering, while describing numerical treatments of shastic systems.