This book covers the basic theory of mean field game (MFG) and its applications in wireless networks. It starts with an overview of the current and future state-of-the-art in 5G and 6G wireless networks. Then, a tutorial is presented for MFG, mean-field-type game (MFTG), and prerequisite fields of study such as optimal control theory and differential games. This book also includes a literature survey of MFG-based research in wireless network technologies such as ultra-dense networks (UDNs), device-to-device (D2D) communications, internet-of-things (IoT), unmanned aerial vehicles (UAVs), and mobile edge networks (MENs). Several applications of MFG and MFTG in UDNs, social networks, and multi-access edge computing networks (MECNs) are introduced as well. Applications of MFG covered in this book are divided in three parts. The first part covers three single-population MFG research works or case studies in UDNs including ultra-dense D2D networks, ultra-dense UAV networks, and dense-user MECNs. The second part centers on a multiple-population MFG (MPMFG) modeling of belief and opinion evolution in social networks. It focuses on a recently developed MPMFG framework and its application in analyzing the behavior of users in a multiple-population social network. Finally, the last part concentrates on an MFTG approach to computation offloading in MECN. The computation offloading algorithms are designed for energy- and time-efficient offloading of computation-intensive tasks in an MECN. This book targets advanced-level students, professors, researchers, scientists, and engineers in the fields of communications and networks. Industry managers and government employees working in these same fields will also find this book useful.
In the past 30 years or so, reform and opening-up are the two major themes for China's economic and social development. Since the beginning of the 21st century, China has made great explorations in the depth and breadth of opening-up. This book provides a comprehensive overview of some issues and policies of mutual benefit and win-win strategies, which include China's foreign trade and technical barriers to trade, China's technology progress, China's service outsourcing industry, China's direct investment and RMB internationalization. It is an important reference book for Chinese policy-makers, Chinese businessmen and foreigners.
The Asian Development Review is a professional journal for disseminating the results of economic and development research carried out by staff and resource persons of the Asian Development Bank (ADB). The Review seeks high-quality papers with relevance to policy issues and operational matters done in an empirically-rigorous way. Articles are intended for readership among economists and social scientists in government, private sector, academia, and international organizations. In this issue---Taking Institutions Seriously: Rethinking the Political Economy of Development in the Philippines; Effects of Taxation on Migration: Some Evidence for the ASEAN and APEC Economies; National IQ and National Productivity: The Hive Mind Across Asia; Market Integration in the People's Republic of China; Collective Action, Political Parties, and Pro-Development Public Policy; Infrastructure and Growth in Developing Asia.
This book gives an overview of the theoretical research on rogue waves and discusses solutions to rogue wave formation via the Darboux and bilinear transformations, algebro-geometric reduction, and inverse scattering and similarity transformations. Studies on nonlinear optics are included, making the book a comprehensive reference for researchers in applied mathematics, optical physics, geophysics, and ocean engineering. Contents The Research Process for Rogue Waves Construction of Rogue Wave Solution by the Generalized Darboux Transformation Construction of Rogue Wave Solution by Hirota Bilinear Method, Algebro-geometric Approach and Inverse Scattering Method The Rogue Wave Solution and Parameters Managing in Nonautonomous Physical Model
Containing many results that are new, or which exist only in recent research articles, Interest Rate Modeling: Theory and Practice, 2nd Edition portrays the theory of interest rate modeling as a three-dimensional object of finance, mathematics, and computation. It introduces all models with financial-economical justifications, develops options along the martingale approach, and handles option evaluations with precise numerical methods. Features Presents a complete cycle of model construction and applications, showing readers how to build and use models Provides a systematic treatment of intriguing industrial issues, such as volatility and correlation adjustments Contains exercise sets and a number of examples, with many based on real market data Includes comments on cutting-edge research, such as volatility-smile, positive interest-rate models, and convexity adjustment New to the 2nd edition: volatility smile modeling; a new paradigm for inflation derivatives modeling; an extended market model for credit derivatives; a dual-curved model for the post-crisis interest-rate derivatives markets; and an elegant framework for the xVA.
Bone disorders have a major impact on general population and cover a broad spectrum of diseases. At one end of the spectrum are the common disorders that are featured with age related progressive degeneration, and at the other end are the rare but serious congenital abnormities. Deeper understanding of the underlying mechanisms is a key to ensure the timely diagnosis, cost-effective prevention and treatment of these disorders. Animal models that could mimic the human pathologic conditions are tremendous helpers to achieve these goals, since clinical relevant animal models are essential to investigate disease states, test hypothesis, and screen drugs. This chapter tries to provide an overall view of the numerous animal models of important bone diseases, including osteoarthritis, osteoporosis and osteogenesis imperfecta, because these disorders are clinically important and also reflect the salient features of both extremes of bone disorders.
Multiphase flow and heat transfer have found a wide range of applications in several engineering and science fields such as mechanical engineering, chemical and petrochemical engineering, nuclear engineering, energy engineering, material engineering, ocea
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