Spatial Disorder in Complex Neuro-Fuzzy Dynamics

概要

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In this paper one-dimensional chains of locally interconnected nonlinear dynamical systems are considered, focusing on how to reach a self-organised behaviour by introducing spatial disorder.In particular each sub-system in the chain is modelled by using Neuro-Fuzzy technique which allows us to create very complex systems employing both empirical and measured quantities.The possibility to reach spatio-temporal organisation is investigated through experiments in which uncertainty is introduced in the parameters of each local sub-system.The obtained results are very interesting, since they address the use of disorder as a suitable way to control spatio-temporal irregular behaviour in a chain of fuzzy systems.
理論物理学刊行会の論文
2000-07-14