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.
Presenting the most recent statistical data, Investment and Employment Opportunities in China provides first-of-its-kind coverage of the regional economic, industrial, investment, and employment structures in China. After establishing the theoretical foundation, the rest of the book utilizes the model and the methodology presented by the authors to analyze the various investment and employment structures within China. Addressing the problem of strategic optimization of macroeconomic systems, the book illustrates the current state of investment and employment opportunities in more than 30 provinces, cities, and autonomous regions within China. It explores the current direction of relevant structural adjustments, orders, and intensities. The book employs the concept of comparative earnings and relevant models and addresses the problem of strategic optimization of a macroeconomic system, involving economic structures such as regions, industries, sectors, investments, employment, and distributions. A must-read for anyone considering investing in or seeking employment in China, it supplies proven theorems, methods, and concrete suggestions for navigating the various economic structures within China. Although the book provides suggestions on optimizing economic structures in China, the theories presented are general and can be used to investigate the investment and employment climate of other countries and regions. Outlining the basic conditions of imbalances in China’s regional economic and industrial structures, the guidelines presented in this volume will help you make more informed decisions regarding international investment and employment opportunities around the world.
Web Development with JavaScript and AJAX teaches your students the cutting-edge techniques for web development for Web 2.0 and 3.0. Ideal for the undergraduate student delving into the world of web development, this text illustrates how to create dynamic, interactive web applications with ease. Interesting real-world case studies are integrated throughout the text, offering students a glimpse of actual web development scenarios. AJAX is quickly becoming the number one tool in the Web industry. Make sure your students are up to speed using Web Development with JavaScript and AJAX. Instructor's materials, including PowerPoint lecture slides, test items, and PowerPoint figures and tables, are available. Contact your sales representative for more information. Key topics include: Introduction to Web 2.0 and Web 3.0, HTML, XHTML, and JavaScript, AJAX Basics, Server Side Technology, AJAX with database, and much more!
This book is devoted to the studies of Karl Marx’s Paris Manuscripts and presents a new interpretation of early Marx, arguing that his transition to maturity can be found in these manuscripts, and specifically in Comments on James Mill, which was drafted between the First Manuscript and the Second Manuscript. In Comments on James Mill, Marx succeeds in transferring his theoretical framework from the isolated individual to the society and establishes his basic goal, i.e., to explicate the nature of humans and society from the perspective of external economic relations, marking the advent of historical materialism. This study reopens the possibility of interpreting the Paris Manuscripts from the perspective of Hegel. According to the author, it was during the Paris Manuscripts period that Marx shifted his theoretical foundations from Feuerbach to Hegel. On the basis of Hegel’s alienation concept, Marx constructs a new form of alienation theory with “alienation of intercourse” at its core. The theoretical challenge tackled by this book is to restore the authority of alienation theory, and strengthen the position of the Paris Manuscripts in the history of Marx thought, so as to rearrange the traditional landscape of research on early Marx thought.This interpretation, proposed and published for the first time in the world, could compete with the theses of Louis Althusser and Hiromatsu Wataru, which consider Die deutsche Ideologie to be the turning point of Marx. Further, it represents a significant contribution by a Chinese scholar to the international research on Marx.
The SE 2004 of the ACM/IEEE computing curriculum project recommends software design and architecture as one of its ten essential areas of study. Software Architecture and Design Illuminated is the ideal text for undergraduate and graduate students delving into this critical area of the software development process. This text offers a coherent and integrated approach to the discipline of software architectural design and covers a complete set of important methodologies, architectural styles, design guidelines, and design tools. Java is used throughout the book to explain design principles and present case studies. Review questions, exercises, and design assignments round out most chapters and allow students to test themselves on key material.
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 is devoted to the studies of Karl Marx’s Paris Manuscripts and presents a new interpretation of early Marx, arguing that his transition to maturity can be found in these manuscripts, and specifically in Comments on James Mill, which was drafted between the First Manuscript and the Second Manuscript. In Comments on James Mill, Marx succeeds in transferring his theoretical framework from the isolated individual to the society and establishes his basic goal, i.e., to explicate the nature of humans and society from the perspective of external economic relations, marking the advent of historical materialism. This study reopens the possibility of interpreting the Paris Manuscripts from the perspective of Hegel. According to the author, it was during the Paris Manuscripts period that Marx shifted his theoretical foundations from Feuerbach to Hegel. On the basis of Hegel’s alienation concept, Marx constructs a new form of alienation theory with “alienation of intercourse” at its core. The theoretical challenge tackled by this book is to restore the authority of alienation theory, and strengthen the position of the Paris Manuscripts in the history of Marx thought, so as to rearrange the traditional landscape of research on early Marx thought.This interpretation, proposed and published for the first time in the world, could compete with the theses of Louis Althusser and Hiromatsu Wataru, which consider Die deutsche Ideologie to be the turning point of Marx. Further, it represents a significant contribution by a Chinese scholar to the international research on Marx.
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.
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