Here, it is shown that the path-integral representation of any stochastic or
deterministic continuous-time dynamical model is a cohomological or Witten-type
topological field theory, i.e., a model with global topological supersymmetry
(Q-symmetry). As many other supersymmetries, Q-symmetry must be perturbatively
stable due to what is generically known as non-renormalization theorems. As a
result, all (equilibrium) dynamical models are divided into three major
categories: Markovian models with unbroken Q-symmetry, chaotic models with
Q-symmetry spontaneously broken on the mean-field level by, e.g., fractal
invariant sets (e.g., strange attractors), and intermittent or self-organized
critical (SOC) models with Q-symmetry dynamically broken by the condensation of
instanton-antiinstanton configurations (earthquakes, avalanches etc.) SOC is a
full-dimensional phase separating chaos and Markovian dynamics. In the
deterministic limit, however, antiinstantons disappear and SOC collapses into
the "edge of chaos". Goldstone theorem stands behind spatio-temporal
self-similarity of Q-broken phases known under such names as algebraic
statistics of avalanches, 1/f noise, sensitivity to initial conditions etc.
Other fundamental differences of Q-broken phases is that they can be
effectively viewed as quantum dynamics and that they must also have
time-reversal symmetry spontaneously broken. Q-symmetry breaking in
non-equilibrium situations (quenches, Barkhausen effect, etc.) is also briefly
discussed.Comment: 18 pages, 4 figures, published versio