Nonlinear Pinning Control of Complex Dynamical Networks is popular PDF and ePub book, written by Edgar N. Sanchez in 2021-08-19, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Nonlinear Pinning Control of Complex Dynamical Networks can be Read Online from any device for your convenience.
Nonlinear Pinning Control of Complex Dynamical Networks Book PDF Summary
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.
Detail Book of Nonlinear Pinning Control of Complex Dynamical Networks PDF
- Author : Edgar N. Sanchez
- Release : 19 August 2021
- Publisher : CRC Press
- ISBN : 9781000415193
- Genre : Technology & Engineering
- Total Page : 228 pages
- Language : English
- PDF File Size : 9,8 Mb
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