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Nonlinear Pinning Control of Complex Dynamical Networks

Analysis and Applications

Häftad, Engelska, 2023

AvEdgar N. Sanchez,Carlos J. Vega,Oscar J. Suarez,Guanrong Chen

1 309 kr

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This book presents two nonlinear control strategies for complex dynamical networks. First, sliding-mode control is used, and then the inverse optimal control approach is employed. For both cases, model-based is considered in Chapter 3 and Chapter 5; then, Chapter 4 and Chapter 6 are based on determining a model for the unknow system using a recurrent neural network, using on-line extended Kalman filtering for learning.The book is organized in four sections. The first one covers mathematical preliminaries, with a brief review for complex networks, and the pinning methodology. Additionally, sliding-mode control and inverse optimal control are introduced. Neural network structures are also discussed along with a description of the high-order ones. The second section presents the analysis and simulation results for sliding-mode control for identical as well as non-identical nodes. The third section describes analysis and simulation results for inverse optimal control considering identical or non-identical nodes. Finally, the last section presents applications of these schemes, using gene regulatory networks and microgrids as examples.

Produktinformation

  • Utgivningsdatum2023-09-25
  • Mått156 x 234 x 13 mm
  • Vikt420 g
  • FormatHäftad
  • SpråkEngelska
  • SerieAutomation and Control Engineering
  • Antal sidor202
  • FörlagTaylor & Francis Ltd
  • ISBN9781032020938

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