Statistical analysis of complex systems with nonclassical invariant measures
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.
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