In this book the results on set-valued dynamical systems (dynamical systems without uniqueness) and some adjoining problems are studied. A part of the book is dedicated to the study of global attractors of control systems (as application of our general results concerning the compact global attractors of general set-valued dynamical systems). This book is the first to study the global attractors of set-valued dynamical and control systems. The basic results are contained in the courses of lectures which author has given during many years.