Classical dynamics can be formulated in terms of trajectories or in te
rms of statistical ensembles whose time evolution is described by the
Liouville equation. It is shown that for the class of large non-integr
able Poincare systems (LPS) the two descriptions are not equivalent. P
ractically all dynamical systems studied in statistical mechanics belo
ng to the class of LPS. The basic step is the extension of the Liouvil
le operator L(H) outside the Hilbert space to functions singular in th
eir Fourier transforms. This generalized function space plays an impor
tant role in statistical mechanics as functions of the Hamiltonian, an
d therefore equilibrium distribution functions belong to this class. P
hysically, these functions correspond to situations characterized by '
persistent interactions' as realized in macroscopic physics. Persisten
t interactions are introduced in contrast to 'transient interactions'
studied in quantum mechanics by the S-matrix approach (asymptotically
free in and out states). The eigenvalue problem for the Liouville oper
ator L(H) is solved in this generalized function space for LPS. We obt
ain a complex, irreducible spectral representation. Complex means that
the eigenvalues are complex numbers, whose imaginary part refers to t
he various irreversible processes such as relaxation times, diffusion
etc. Irreducible means that these representations cannot be implemente
d by trajectory theory. As a result, the dynamical group of evolution
splits into two semi-groups. Moreover, the laws of classical dynamics
take a new form as they have to be formulated on the statistical level
. They express 'possibilities' and no more 'certitudes'. The reason fo
r the new features is the appearance of new, non-Newtonian effects due
to Poincare resonances. The resonances couple dynamical events and le
ad to 'collision operators' (such as the Fokker-Planck operator) well-
known from various phenomenological approaches to non-equilibrium phys
ics. These 'collision operators' represent diffusive processes and mar
k the breakdown of the deterministic description which was always asso
ciated with classical mechanics. 'Subdynamics' as discussed in previou
s publications, is derived from the spectral representation. The eigen
functions of the Liouville operator have remarkable properties as they
lead to long-range correlations due to resonances even if the interac
tions as included in the Hamiltonian are short-range (only equilibrium
correlations remain short-range). This is in agreement with the resul
ts of non-equilibrium thermodynamics as the appearance of dissipative
structures is connected to long-range correlations. In agreement with
previous results, it is shown that there exists an intertwining relati
on between L(H) and the collision operator Theta as defined in the tex
t. Both have the same eigenvalues and are connected by a non-unitary s
imilitude Lambda L(H) Lambda(-1) = Theta. The various forms of Lambda
and their symmetry properties are discussed. A consequence of the inte
rtwining relation are 'non-linear Lippmann-Schwinger' equations which
reduce to the classical linear Lippmann-Schwinger equations when the d
issipative effects due to the Poincare resonances can be neglected. Us
ing the transformation operator Lambda, we can define new distribution
functions and new observables whose evolution equations take a specia
lly simple form (they are 'bloc diagonalized'). Dynamics is transforme
d in an infinite set of kinetic equations. Starting with these equatio
ns, we can derive H-functions which present a monotonous time behavior
and reach their minimum at equilibrium. This requires no extra-dynami
cal assumptions (such as coarse graining, environment effects ...). Mo
reover, our formulation is valid for strong coupling (beyond the so-ca
lled Van Hove's lambda(2)t limit). We then study the conditions under
which our new non-Newtonian effects are observable. For a finite numbe
r N of particles and transient interactions (such as realized in the u
sual scattering experiments) we recover traditional trajectory theory.
To observe our new effects we need persistent interactions associated
to singular distribution functions. We have studied in detail two exa
mples, both analytically and by computer simulations. These examples a
re persistent scattering in which test particles are continuously inte
racting with a scattering center, and the Lorentz model in which a 'li
ght' particle is scattered by a large number of 'heavy' particles. The
agreement between our theoretical predictions and the numerical simul
ations is excellent. The new results are also essential in the thermod
ynamic limit as introduced in statistical mechanics. We recover also,
the results of non-equilibrium statistical mechanics obtained by vario
us phenomenological approximations. Of special interest is the domain
of validity of the trajectory description as a trajectory is tradition
ally considered as a primitive, irreducible concept. In the Liouville
description the natural variables are wave vectors k which are constan
ts in free motion and modified by interactions and resonances. A traje
ctory can be considered as a coherent superposition of plane waves cor
responding to wave vectors k. Resonances correspond to non-local proce
sses in space-time. They threaten therefore the persistence of traject
ories. In fact, we show that whenever the thermodynamic limit exists,
trajectories are destroyed and transformed into singular distribution
functions. We have a 'collapse' of trajectories, to borrow the termino
logy from quantum mechanics. The trajectory becomes a stochastic objec
t as in Brownian motion theory. In conclusion, we obtain a unified for
mulation of dynamics and of thermodynamics. This involves the introduc
tion of LPS which leads to dissipation together with the consideration
of delocalized situations. From this point of view, there is a strong
analogy with phase transitions which are also defined in the thermody
namic limit. Irreversibility is, in this sense, an 'emergent' property
which could not be included in classical dynamics as long as its stud
y was limited to local, transient situations.