In this paper, a quantitative characterization for the evolutionary sequence of stellar self-gravitating system is investigated, focusing on the pre-collapse stage of the long-term dynamical evolution. In particular, we consider the quasi-equilibrium behaviors of the N -body systems in the setup of the so-called Antonov problem, i.e., self-gravitating N -body system confined in an adiabatic wal...