This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learning). Readers may be particularly interested in the sections on consensus protocols, optimization skills, accelerated mechanisms, event-triggered strategies, variance-reduction communication techniques, ...

Functional Polymers for Metal-Ion BatteriesUnique and useful book covering fundamental knowledge and practical applications of polymer materials in energy storage systemsIn Functional Polymers for Metal-Ion Batteries, the recent development and achievements of polymer-based materials are comprehensively analyzed in four directions, including electrode materials, binders, separators, and solid electrolytes, highlighting the working ...

This comprehensive database on physical properties of pure ionic liquids (ILs) contains data collected from 269 peer-reviewed papers in the period from 1982 to June 2008. There are more than 9,400 data points on the 29 kinds of physicochemical properties for 1886 available ionic liquids, from which 807 kinds of cations and 185 kinds of anions were extracted. This book includes nearly all known pure ILs and their known physicochemical properties through June 2008. In addition, the authors i...

The twelve volume in the Evidence-based Clinical Chinese Medicine series is a must read for Chinese medicine practitioners interested in neurology or rehabilitation. Using a 'whole evidence' approach, this book aims to provide an analysis of the management of post-stroke shoulder complications with Chinese and integrative medicine.This book describes the understanding and management of post-stroke shoulder complications with conventional medicine and Chinese medicine. Chinese medicine trea...

The rapid growth of foreign banks has aroused a growing interest in the academic field and specifically as regards to the question of why foreign banks exist. This book aims to establish the relationship between trust as contextual knowledge capital built between the Chinese government and foreign banks and foreign banks. knowledge capital and the relationship between the former and foreign banks. long-term commitment. By investigating the development strategy of foreign banks and by exami...

This monograph provides a scientific understanding of two major scientific problems of global concern, from the perspective of a physicist who seeks theories with great simplicity and superior predictive capacity. The book reviews the establishment of two theories of atmospheric ozone depletion and global climate change and provides a comprehensive overview of the author's work, including significant discoveries and pioneering contributions, such as the discoveries of dissociative electron...

This monograph reviews the establishment of new theories of the ozone hole and global climate change, two major scientific problems of global concern. It provides a comprehensive overview of the author's work including significant discoveries and pioneering contributions, such as the discovery of extremely effective dissociative electron transfer reactions of chlorofluorocarbons (CFCs) adsorbed on ice surfaces and its implications for atmospheric ozone depletion; the proposal of the cosmic...

This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike.Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; th...

Sensor-based continuous authentication has emerged as a critical approach for strengthening mobile security, enabling persistent user verification without disrupting device usage. However, the field faces significant hurdles, including limited training data, complex feature representation, environmental noise, and the strict resource constraints of mobile hardware.Deep Learning Models for Continuous Authentication on Mobile Devices provides a unified and structured treatment of data-driven...

Decentralized Optimization in Networks: Algorithmic Efficiency and Privacy Preservation provides the reader with theoretical foundations, practical guidance, and solutions to decentralized optimization problems. The book demonstrates the application of decentralized optimization algorithms to enhance communication and computational efficiency, solve large-scale datasets, maintain privacy preservation, and address challenges in complex decentralized networks. The book covers key topics such...

With the rapid advancement of sensor technology and digital system, the capabilities of network communication have significantly improved, allowing multiple computing nodes to exchange information and collaborate seamlessly through networks. This progress has accelerated the development of distributed optimization theory and its applications in emerging fields such as low altitude economy, big data, and artificial intelligence. These emerging domains usually involve solving complex large-s...

Second-Order Consensus of Continuous-Time Multi-Agent Systems focuses on the characteristics and features of second-order agents, communication networks, and control protocols/algorithms in continuous consensus of multi-agent systems. The book provides readers with background on consensus control of multi-agent systems and introduces the intrinsic characteristics of second-order agents' behavior, including the development of continuous control protocols/algorithms over various types of und...