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Loss of coordination in complex directed networks: An incremental approach based on matrix measures
Author(s) -
Russo Giovanni
Publication year - 2017
Publication title -
international journal of robust and nonlinear control
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.361
H-Index - 106
eISSN - 1099-1239
pISSN - 1049-8923
DOI - 10.1002/rnc.3863
Subject(s) - complex network , computer science , matrix (chemical analysis) , dynamical systems theory , complex system , complex matrix , artificial intelligence , chemistry , physics , quantum mechanics , world wide web , chromatography
Summary This paper is concerned with the problem of understanding the dynamical mechanisms responsible for the loss of a desired behavior in complex directed networks. Specifically, we give 2 sufficient conditions for the desynchronization of a directed complex network, which are based on the use of matrix measures. The effectiveness of our approach is shown on 2 applications that are directly motivated by our research in smart cities and systems/synthetic biology.