The emergence of dynamic networks from many coupled polar oscillators. A model for Artificial Life

Autor:	Scirè, Alessandro, Annovazzi-Lodi, Valerio
Rok vydání:	2023
Předmět:	Nonlinear Sciences - Adaptation and Self-Organizing Systems Nonlinear Sciences - Chaotic Dynamics Nonlinear Sciences - Pattern Formation and Solitons
Druh dokumentu:	Working Paper
Popis:	This work concerns a many-body deterministic model that displays life-like properties as emergence, complexity, self-organization, spontaneous compartmentalization, and self-regulation. The model portraits the dynamics of an ensemble of locally coupled polar phase oscillators, moving in a two-dimensional space, that in certain conditions exhibit emergent superstructures. Those superstructures are self-organized dynamic networks, resulting from a synchronization process of many units, over length scales much greater than the interaction length. Such networks compartmentalize the two-dimensional space with no a priori constraints, due to the formation of porous transport walls, and represent a highly complex and novel non-linear behavior. The analysis is numerically carried out as a function of a control parameter showing distinct regimes: static, stable dynamic networks, intermittency, and chaos. A statistical analysis is drawn to determine the control parameter ranges for the various behaviors to appear. Comment: 14 pages, 8 figures and 4 movies
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2307.03993 Zobrazit plný text záznamu View this record from Arxiv