This monograph provides an extensive account of the techniques used to solve a wide range of problems in the mathematics of dynamical systems operating under unpredictable time-varying disturbances. Starting from basic motivations and principles, the authors rapidly present more advanced models compatible with a study of dynamics and stability in nondegenerate and combined systems.