Stability of dynamical networks with non-identical nodes: A multiple V-Lyapunov function method

  • Authors:

  • Jun Zhao;David J. Hill;Tao Liu

  • Affiliations:

  • State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, 110819, China;School of Electrical and Information Engineering, the University of Sydney, NSW 2006, Australia;School of Engineering, the Australian National University, Canberra ACT 0200, Australia

  • Venue:
  • Automatica (Journal of IFAC)
  • Year:
  • 2011

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Abstract

Global asymptotic stability of general dynamical networks with non-identical nodes is studied by introducing multiple V-Lyapunov functions. In such a network, the coupling strength, inner coupling matrix and outer coupling matrix are all allowed to be state-dependent and nonlinear. A stability criterion is proposed in terms of matrix norms and eigenvalues of some lower-dimensional matrices. Based on this criterion, an optimization problem is formed whose solution can be used to test global asymptotic stability. We also study the problem of how to achieve global asymptotic stability by design of controllers under the scheme of multiple V-Lyapunov functions. The control action is regarded as a re-shape of outer coupling topology and the associated controllers are designed. In particular, a method of adding or removing a certain number of links is proposed. Stability analysis of coupled non-identical Lorenz systems and a design example are also given to illustrate the proposed method.