English

Statistical analysis of complex systems with nonclassical invariant measures

Pattern Formation and Solitons 2011-03-09 v1 Statistical Mechanics

Abstract

I investigate the problem of finding a statistical description of a complex many-body system whose invariant measure cannot be constructed stemming from classical thermodynamics ensembles. By taking solitons as a reference system and by employing a general formalism based on the Ablowitz-Kaup-Newell-Segur scheme, I demonstrate how to build an invariant measure and, within a one dimensional phase space, how to develop a suitable thermodynamics. A detailed example is provided with a universal model of wave propagation, with reference to a transparent potential sustaining gray solitons. The system shows a rich thermodynamic scenario, with a free energy landscape supporting phase transitions and controllable emergent properties. I finally discuss the origin such behavior, trying to identify common denominators in the area of complex dynamics.

Keywords

Cite

@article{arxiv.1103.1547,
  title  = {Statistical analysis of complex systems with nonclassical invariant measures},
  author = {A. Fratalocchi},
  journal= {arXiv preprint arXiv:1103.1547},
  year   = {2011}
}

Comments

9 pages, 4 figures

R2 v1 2026-06-21T17:36:40.749Z