Nonlinear Pinning Control of Complex Dynamical Networks : Analysis and Applications Paperback / softback
by Edgar N. (Unidad Guadalajara, Mexico.) Sanchez, Carlos J. (Univ of Naples Federico, Italy.) Vega, Oscar J. (Ministerio de Ciencia, Colombia.) Suarez, Guanrong (City Univ, Hong Kong.) Chen
Part of the Automation and Control Engineering series
Paperback / softback
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.
Information
-
Out of stock
- Format:Paperback / softback
- Pages:202 pages, 4 Tables, black and white; 46 Line drawings, black and white; 46 Illustrations, black and
- Publisher:Taylor & Francis Ltd
- Publication Date:25/09/2023
- Category:
- ISBN:9781032020938
Information
-
Out of stock
- Format:Paperback / softback
- Pages:202 pages, 4 Tables, black and white; 46 Line drawings, black and white; 46 Illustrations, black and
- Publisher:Taylor & Francis Ltd
- Publication Date:25/09/2023
- Category:
- ISBN:9781032020938