Nonlinear Pinning Control of Complex Dynamical Networks

Released on by Edgar N. Sanchez
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  • Nonlinear Pinning Control of Complex Dynamical Networks Book Detail

  • Author : Edgar N. Sanchez
  • Release Date : 2021-08-19
  • Publisher : CRC Press
  • Genre : Technology & Engineering
  • Pages : 228
  • ISBN 13 : 1000415198
  • File Size : 47,47 MB
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Nonlinear Pinning Control of Complex Dynamical Networks by Edgar N. Sanchez PDF Summary

Book Description: 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.

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