Literature DB >> 28297916

Using Hamiltonian control to desynchronize Kuramoto oscillators.

Oltiana Gjata1,2, Malbor Asllani2, Luigi Barletti1, Timoteo Carletti2.   

Abstract

Many coordination phenomena are based on a synchronization process, whose global behavior emerges from the interactions among the individual parts. Often in nature, such self-organized mechanism allows the system to behave as a whole and thus grounding its very first existence, or expected functioning, on such process. There are, however, cases where synchronization acts against the stability of the system; for instance in some neurodegenerative diseases or epilepsy or the famous case of Millennium Bridge where the crowd synchronization of the pedestrians seriously endangered the stability of the structure. In this paper we propose an innovative control method to tackle the synchronization process based on the application of the Hamiltonian control theory, by adding a small control term to the system we are able to impede the onset of the synchronization. We present our results on a generalized class of the paradigmatic Kuramoto model.

Entities:  

Year:  2017        PMID: 28297916     DOI: 10.1103/PhysRevE.95.022209

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  2 in total

1.  A minimally invasive neurostimulation method for controlling abnormal synchronisation in the neuronal activity.

Authors:  Malbor Asllani; Paul Expert; Timoteo Carletti
Journal:  PLoS Comput Biol       Date:  2018-07-19       Impact factor: 4.475

2.  Control of neural systems at multiple scales using model-free, deep reinforcement learning.

Authors:  B A Mitchell; L R Petzold
Journal:  Sci Rep       Date:  2018-07-16       Impact factor: 4.379

  2 in total

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