Adaptively controlled synchronization of delay-coupled networks

Philipp Hövel, Judith Lehnert, Anton Selivanov, Alexander Fradkov, Eckehard Schöll

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийглава/разделнаучнаярецензирование

1 Цитирования (Scopus)

Аннотация

We discuss an adaptive control delay-coupled networks of Stuart-Landau oscillators, an expansion of systems close to a Hopf bifurcation. Based on the considered, automated control scheme, the speed-gradient method, the topology of a network adjusts itself by changing the link weights in a self-organized manner such that the target state is realized. We find that the emerging topology of the network is modulated by the coupling delay. If the delay time is a multiple of the system’s eigenperiod, the coupling within a cluster and to neighboring clusters is on average positive (excitatory), while the coupling to clusters with a phase lag close to π is negative (inhibitory). For delay times equal to odd multiples of half of the eigenperiod, we find the opposite: Nodes within one cluster and of neighboring clusters are coupled by inhibitory links, while the coupling to clusters distant in phase state is excitatory. In addition, the control scheme is able to construct networks such that they exhibit not only a given cluster state, but also oscillate with a prescribed frequency. Finally, we demonstrate the efficiency of the speed-gradient method in cases where only part of the network is accessible.

Язык оригиналаанглийский
Название основной публикацииCONTROL OF SELF-ORGANIZING NONLINEAR SYSTEMS
РедакторыE Scholl, SHL Klapp, P Hovel
ИздательSpringer Nature
Страницы47-63
Число страниц17
ISBN (печатное издание)978-3-319-28027-1
DOI
СостояниеОпубликовано - 1 янв 2016
СобытиеInternational Conference on Control of Self-Organizing Nonlinear Systems - Warnemunde, Германия
Продолжительность: 25 авг 201428 авг 2014

Серия публикаций

НазваниеUnderstanding Complex Systems
Том0
ISSN (печатное издание)1860-0832
ISSN (электронное издание)1860-0840

конференция

конференцияInternational Conference on Control of Self-Organizing Nonlinear Systems
СтранаГермания
ГородWarnemunde
Период25/08/1428/08/14

Предметные области Scopus

  • Программный продукт
  • Вычислительная механика
  • Искусственный интеллект

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