Low-dimensional chaos induced by frustration in a non-monotonic system
Disordered Systems and Neural Networks
2009-11-07 v2
Abstract
We report a novel mechanism for the occurrence of chaos at the macroscopic level induced by the frustration of interaction, namely frustration-induced chaos, in a non-monotonic sequential associative memory model. We succeed in deriving exact macroscopic dynamical equations from the microscopic dynamics in the case of the thermodynamic limit and prove that two order parameters dominate this large-degree-of-freedom system. Two-parameter bifurcation diagrams are obtained from the order-parameter equations. Then we analytically show that the chaos is low-dimensional at the macroscopic level when the system has some degree of frustration, but that the chaos definitely does not occur without the frustration.
Keywords
Cite
@article{arxiv.cond-mat/0205471,
title = {Low-dimensional chaos induced by frustration in a non-monotonic system},
author = {Masaki Kawamura and Ryuji Tokunaga and Masato Okada},
journal= {arXiv preprint arXiv:cond-mat/0205471},
year = {2009}
}
Comments
2 figures