Paperback. Recently great progress has been made in the field of dynamical systems. Several new developments in dynamical systems are important or will become so in the near future.The areas that are covered are close to the applications and related to noise, randomness and spatial structures. This book comprises of articles by most of the speakers at the meeting and is divided into three parts; I. the effect of noise on data generated by dynamical systems and testing whether these dynamical systems adequately model "reality"; II. spatial structures which can be generated by dynamical systems and which act on a network of coupled systems (coupled lattice maps); III. random differential equations and applications to biology.