Adaptation to synchronization in phase-oscillator networks

Fernando Arizmendi and Damián H. Zanette

Physica A: Statistical Mechanics and its Applications, 2008, vol. 387, issue 22, 5631-5638

Abstract: We introduce an adaptation algorithm by which an ensemble of coupled oscillators with attractive and repulsive interactions is induced to adopt a prescribed synchronized state. While the performance of adaptation is controlled by measuring a macroscopic quantity, which characterizes the achieved degree of synchronization, adaptive changes are introduced at the microscopic level of the interaction network, by modifying the configuration of repulsive interactions. This scheme emulates the distinct levels of selection and mutation in biological evolution and learning.

Keywords: Collective behaviour; Natural evolution; Learning (search for similar items in EconPapers)
Date: 2008
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:387:y:2008:i:22:p:5631-5638

DOI: 10.1016/j.physa.2008.06.001

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