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1 Kinetic Equations: From Newton to Boltzmann
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                              Fig. 1.1. Airplane departing from Rio de Janeiro’s City Airport


                              is theprobability of finding theparticleattime t = 0inthe set A. Then, instead of
                              calculating the evolution of the phase space trajectories we can try to compute
                              the location probability density f = f (x, v, t), evolving out of f 0 . For this we
                              impose the condition that f remains constant along the Newtonian trajectories:

                                                  d
                                                    f x(t; x 0 , v 0 ), v(t; x 0 , v 0 ), t = 0.
                                                  dt
                              Carrying out the differentiation with respect to time, taking into account the
                              Newtonian equations (1.1, 1.2) and renaming coordinates gives the so called
                              Liouville equation:

                                                   1
                                                                                   d
                                                                           d
                                    f t + v .grad f +  F .grad f = 0,  x ∈ R , v ∈ R ;, t> 0 ,   (1.3)
                                              x             v
                                                   m
                              subject to the initial condition
                                                           f (t = 0) = f 0 .                     (1.4)
                                 Note that the Liouville equation is a linear hyperbolic PDE, whose charcter-
                              istics are precisely the Newtonian trajectories. Thus, its solution can be written
                              as


                                                      f (x, v, t) = f 0 T −t (x, v) ,
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