Nonlinear Pinning Control of Complex Dynamical Networks
Analysis and Applications
Edgar N Sanchez author Guanrong Chen author Carlos J Vega author Oscar J Suarez author
Format:Paperback
Publisher:Taylor & Francis Ltd
Published:25th Sep '23
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£155.00(9781032020877)
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.
ISBN: 9781032020938
Dimensions: unknown
Weight: 453g
202 pages