The concept of equilibria stability in a dynamical system is clarified, def
ining both linear (spectral and formal) and nonlinear stability. Cases for
which there are equilibria that are linearly stable but nonlinearly unstabl
e and viceversa are analyzed. The integrals of motion of the system are use
d to study the evolution of states initially close to an equilibrium; it is
shown how to derive a priori bounds for the distance to that point. The ex
amples used here correspond to Hamiltonian systems both in the canonical an
d singular sense. The process of state space reduction and the concept of r
estricted stability are exemplified.