This paper considers nonuniform exponential stability and nonuniform exponential instability concepts for one-sided discrete-time random dynamical systems. These concepts are generalizations from the deterministic case. Using this, characterizations in terms of Lyapunov functions respectively Lyapunov norms are presented. Also, an approach in terms of considered concepts for the inverse and adjoint random discrete-time systems is derived.

Additional Information


 Biriş, Larisa Elena, Ceauşu, Traian, Popa, Ioan-Lucian, Seimeanu, Nicolae Marian