Evolution of complex networks via edge snapping

Pietro Delellis, Mario Dibernardo, Franco Garofalo, Maurizio Porfiri

Research output: Contribution to journalArticle

Abstract

In this paper, we present a novel adaptive strategy for consensus and synchronization of complex networks. The strategy is inspired by bistable phenomena that are observed in a variety of mechanical systems. The novelty is that the adaptation involves the topology of the network itself rather than its coupling gains. In particular, we model the evolution of each coupling gain as a second order dynamical system that is subject to the action of a double-well potential. Through a new mechanism, termed as edge snapping, an unweighted network topology emerges at steady state. We assess the stability properties of the proposed scheme through analytical methods and numerical investigations. We conduct an extensive numerical study of the topological properties of the emerging network to elucidate the correlation between the initial conditions of the nodes' dynamics and the network structure.

Original languageEnglish (US)
Article number5378477
Pages (from-to)2132-2143
Number of pages12
JournalIEEE Transactions on Circuits and Systems I: Regular Papers
Volume57
Issue number8
DOIs
StatePublished - Aug 20 2010

    Fingerprint

Keywords

  • Adaptive control
  • consensus
  • networks
  • nonlinear systems
  • synchronization

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this