4.6 Article

Finite-Time Synchronization and H∞ Synchronization of Multiweighted Complex Networks With Adaptive State Couplings

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 50, Issue 2, Pages 600-612

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2018.2870133

Keywords

Adaptive state couplings; complex network (CN); finite-time H-infinity synchronization; finite-time synchronization; multiweights

Funding

  1. National Natural Science Foundation of China [61773285, 61473011, 61721091]
  2. National Natural Science Foundation for Distinguished Young Scholars of China [61625302]
  3. National Priorities Research Program through the Qatar National Research Fund (a member of Qatar Foundation) [NPRP 9-166-1-031]

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In this paper, two kinds of multiweighted and adaptive state coupled complex networks (CNs) with or without coupling delays are presented. First, we develop the appropriate state feedback controller and adaptive law for the sake of guaranteeing that the proposed network models without coupling delays can be finite-timely synchronized and H-infinity synchronized. Furthermore, for the multiweighted CNs with coupling delays and adaptive state couplings, some finite-time synchronization and H-infinity synchronization criteria are presented by choosing the appropriate adaptive law and controllers. Eventually, we give two numerical simulations to verify the validity of the theoretical results.

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