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Complex-Valued Neural Networks Systems with Time Delay de Ziye Zhang

Complex-Valued Neural Networks Systems with Time Delay: Intelligent Control and Learning Systems, cartea 4

Autor Ziye Zhang, Zhen Wang, Jian Chen, Chong Lin
en Limba Engleză Hardback – 6 noi 2022
This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain.

The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.

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Specificații

ISBN-13: 9789811954498
ISBN-10: 9811954496
Pagini: 244
Ilustrații: XII, 229 p. 49 illus., 48 illus. in color.
Dimensiuni: 160 x 241 x 19 mm
Greutate: 0.48 kg
Ediția:1st ed. 2022
Editura: Springer
Colecția Intelligent Control and Learning Systems
Seria Intelligent Control and Learning Systems

Locul publicării:Singapore, Singapore

Cuprins

1. Introduction.- 2. Stability Analysis of Delayed Complex-Valued Neural Networks Systems.- 3. Further Behavior Analysis about Stability and Hopf Bifurcation.- 4. Stability Analysis Based on Nonlinear Measure Approach.- 5. Lagrange Exponential Stability for Delayed Complex-Valued Neural Networks Systems .- 6. Synchronization Control: Nonseparable Case.- 7. Anti-Synchronization Control: Nonseparable Case.- 8. Anti-Synchronization Control: Separable Case.- 9. Finite/Fixed-Time Synchronization Control.- 10. Fixed-Time Pinning Synchronization and Adaptive Synchronization.


Notă biografică

Kieran Donaghy is a Professor Emeritus of City and Regional Planning at Cornell University and is a Fellow of the RSAI. He holds a Ph.D. in the field of Regional Science from Cornell. [text deleted] Much of Professor Donaghy's recent research has been focused on the effects of globalization on economic geography and the challenges of adapting to climate change and rebuilding the built environment. His research has been funded in part by the U.S. Environmental Protection Agency and the U.S. National Science Foundation. Professor Donaghy served as Executive Director of the Regional Science Association International (1997-2003), chaired the Department of City and Regional Planning at Cornell (2008-2014, 2016-2017), and has been a consultant to the World Bank, the European Commission, the U.S. Army Environmental Policy Institute, the Delaware Department of Transportation, and other state and local agencies. Arash Beheshtian is the founder of Altum Group Advisors. He holds an undergraduate degree in Civil Engineering, graduate degrees in Urban Planning, Transportation Engineering, Transportation Systems Engineering, and a Ph.D. in City and Regional Planning. Prior to founding his consultancy, he was a Postdoctoral Research Associate in the Department of City and Regional Planning and the Cornell Program in Infrastructure Policy at Cornell University. His research has focused on interdependent critical infrastructure, infrastructure well-being in the face of climatic hazards, and transition planning toward resilient infrastructure of energy. Accordingly, he has a track record of publication in such journals as Transportation Research Part A, Transportation Research Part E, Journal of Green Building, Journal of Cleaner Production, International Journal of Disaster Risk Reduction, and The Lancet. He is a co-author of Energy Science and Technology book, Vol. 10: Energy Management. He also presented over 25 peer-reviewed conference articles. Arash Beheshtian is an Adjunct Professor at Columbia University and a member of the Critical Transportation Infrastructure Protection Committee, National Research Council of the U.S. Ziye Zhang is a Postdoctoral Research Asociate at the Paul and Marcia Wythes Center on Contemporary China. He holds a PhD in Regional Science from Cornell University. He is interested in urban and regional economics, applied econometrics, and spatial analysis. His current studies focus on consumer behavior in housing markets and incorporate recent micro-behavioral insights into housing choice to improve the understanding of market mechanisms and outcomes. His work also involves methodological developments in regional science and applied econometrics. Before coming to Cornell, Ziye received his master's degree in Regional Economics and bachelor's degree in Public Policy from Peking University in China. Benjamin Brown-Steiner is a Scientist at Atmospheric and Environmental Research (AER), and has nearly 10 years of experience in the atmospheric sciences. His research interests include atmospheric chemistry, emissions, meteorology, and climatology with a focus on uncertainty quantification, model complexity, and the impact of variability. At Cornell University he studied the influence of Asian emissions on air quality within the United States and uncertainties associated with the selection of model parameters. He also worked with an interdisciplinary team of scientists and economists to develop a Black Carbon emissions inventory for trucks and trains. As MIT, he studied the variability of surface ozone and the uncertainties associated with identifying signals based on the selection of spatial and temporal scales. He also compared chemical mechanisms of different complexities and developed strategies for using simplified chemical mechanisms. At AER, he is working on emissions inventory development and supports a variety of projects, including testing and up

Textul de pe ultima copertă

This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain. 

The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.

Caracteristici

Provides more complete interpretation of dynamical behaviors for complex-valued neural networks systems with time delay Considers anti-synchronization control, finite/fixed-time synchronization, etc., from the point of cost saving Diversifies stability forms including asymptotic stability, finite-time stability, and Lagrange exponential stability