Preliminaries Assumption 1: there exists a phase space of variables z : a point in the phase space time evolution --> a trajectory z(t) a system in contact with heat bath --> stochastic evolution Assumption 2: which gives the total energy of the system interms of instantaneous state z(t) Definition: