Nonlinear Pinning Control of Complex Dynamical Networks (eBook)

Analysis and Applications

Guanrong Chen, Edgar N. Sanchez, Oscar J. Suarez, Carlos J. Vega (Autoren)

eBook Download: EPUB

2021
228 Seiten
CRC Press (Verlag)
978-1-000-41522-3 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 20.8.2021
• Sprache: englisch
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Umwelttechnik / Biotechnologie
• ISBN-10: 1-000-41522-8 / 1000415228
• ISBN-13: 978-1-000-41522-3 / 9781000415223