You would remember an old school poem “What is life if full of care, We have no time to stand & stare . . . “ which led on the author’s mind to the notion of sharing & caring in life. Out of this thought, this book is appropriately called “Aspiring to Inspiring before Expiring.” With most books, fiction or non-fiction, you’d read continuously from beginning to end. Here in this case, you can pick & choose to read with ease & pleasure the articles, over 600 of them,on “whatever interests you.” The titles of articles are presented in a non-categorised manner, independent & complete by themselves individually. The book is very readable, easy to comprehend. It can well be your personal bible, a good travelling companion or indeed suitable as a gift for all occasions. Collectively when they first appeared in Paul’s blog https://paulchong.net, they attracted over a million views and Paul has been acknowledged as a very inspiring blogger. Readers will have both the leisure & pleasure of savouring a wide range of subjects in: • love & romance • arts & science • facts & fiction • reminiscences & presence • greed & creed • economics & politics • fantasy & reality • nature & venture • spiritual & secular • life & travel • poems
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.
A crucial founding father of independent Singapore, Dr Goh Keng Swee has his distinguished and unparalleled stint in public service hitherto reduced to dates and designations. The book is the first to collect and present a broad range of historical material commemorating Dr Goh's public career. This book is not a biography of Dr Goh's life. Instead, it commemorates his public career and attempts to portray a more personal and candid perspective of the principal architect of independent Singapore. This is done by pulling together a variety of historical sources, ranging from Dr Goh's public statements and speeches, and existing and fresh oral interviews with his former colleagues to archival documents and imagery. This book is an important contribution not only to Singapore's history in general, providing valuable historical context to the challenges of ensuring the sustainability and survival of a young nation at the highest levels of policy-making, but also a tribute to Dr Goh — how he is remembered, respected and revered by some of his closest peers and colleagues.
This report presents the results of the second survey of the audit services market in Singapore. Like the first survey, the results of which were published in 1986, this study is limited to companies listed on the Stock Exchange of Singapore which are incorporated in Singapore. Included in the report are details of the audit fees paid by listed companies, which audit firms they were paid to, how the fees have changed over the last four years, and how they relate to key company statistics such as sales and total assets.
This book explains mechanical and thermal reliability for modern memory packaging, considering materials, processes, and manufacturing. In the past 40 years, memory packaging processes have evolved enormously. This book discusses the reliability and technical challenges of first-level interconnect materials, packaging processes, advanced specialty reliability testing, and characterization of interconnects. It also examines the reliability of wire bonding, lead-free solder joints such as reliability testing and data analyses, design for reliability in hybrid packaging and HBM packaging, and failure analyses. The specialty of this book is that the materials covered are not only for second-level interconnects, but also for packaging assembly on first-level interconnects and for the semiconductor back-end on 2.5D and 3D memory interconnects. This book can be used as a text for college and graduate students who have the potential to become our future leaders, scientists, and engineers in the electronics and semiconductor industry.
This title was first published in 2002: This study of the Chinese electric power industry examines the ownership and the restructuring of the industry. The reform of the electric power industry is also seen as part of the wider economic development that has been taking place in China, thus providing fresh perspectives on the changes taking place in both the economy and society more generally. Presenting a wealth of extensive research on the subject, the book elucidates the power struggle between political and bureaucratic elite and explains the sensitive and volatile relationship between the central and provincial government against an increasingly complex global background.
Politics of the State Grid Corporation of China -- Electricity -- From the ministry to a corporation -- Overseeing SGCC: the contested regimes of central agencies -- State Grid Corporation of China -- SGCC in action: as a policy entrepreneur -- SGCC in action: as technology innovator -- SGCC in action: internationalisation
Over the past two decades, ISEAS has compiled abridged articles that analyse key aspects of Southeast Asia's development and the ASEAN process. The ASEAN Reader was published in 1992 just as the Cold War ended, while The Second ASEAN Reader came in 2003 in the wake of the 1997 Asian crisis and the September 11 attacks in 2001. The past decade has not been spared its share of intense changes, with the rise of China and India bringing new challenges to the region's power equation, and the impact of the 2008 global financial crisis. Despite this, the momentum towards an integrated ASEAN community has been maintained. The articles in The Third ASEAN Reader study the trends and events of recent years, and discuss the immediate future of Southeast Asia.
Looks at the Daoist Zhuangzis critique of Confucianism. The Daoist Zhuangzi has often been read as a mystical philosopher. But there is another tradition, beginning with the Han dynasty historian Sima Qian, which sees him as a critic of the Confucians. Kim-chong Chong analyzes the Inner Chapters of the Zhuangzi, demonstrating how Zhuangzi criticized the pre-Qin Confucians through metaphorical inversion and parody. This is indicated by the subtitle, Blinded by the Human, which is an inversion of the Confucian philosopher Xunzis remark that Zhuangzi was blinded by heaven and did not know the human. Chong compares Zhuangzis Daoist thought to Confucianism, as exemplified by Confucius, Mencius, and Xunzi. By analyzing and comparing the different implications of concepts such as heaven, heart-mind, and transformation, Chong shows how Zhuangzi can be said to provide the resources for a more pluralistic and liberal philosophy than the Confucians.
Ip uses Hong Kong as a case study in how the production of the desire for "the local" lies at the heart of global cultural economy. Perhaps more so than most places, the construction of a local identity in Hong Kong has come about through a complex interplay of neoliberalism, postcoloniality and reaction to the consequent anxieties and uncertainties. As its importance as an economic centre has diminished and its relationship with Mainland China has become more strained, its people have become more concerned to define a "Hong Kong" identity that can be defended from external threat. Ip analyses the working and reworking of power relations and modes of agency in this global city. A must read for scholars of Hong Kong politics and society as well as a fascinating case study for scholars of identity politics as a global phenomenon.
Explores the history and challenges of nuclear energy development in China, across five main areas: politics, economics, environment, technology transfer and the nuclear fuel cycle. It emphasizes the political challenges in developing a set of long-term national strategies to ensure speedy, safe and secure nuclear energy development.
Force 136 is the autobiography of a man who swore himself to two missions: first, to defend his homeland, Singapore, during the Japanese Occupation in the early 1940s; second, to make known to everyone the patriotic ardour of the resistance fighters, including the dauntless Lim Bo Seng. By reading this English edition, readers worldwide will be able to recapture the events of World War II in Southeast Asia.
This thesis focuses on chalcogenide compound quantum dots with special crystal structures and behaviors in an effort to achieve the synergistic optimization of electrical and thermal transport for high-efficiency thermoelectric materials. The controllability and large-scale synthesis of chalcogenide quantum dots are realized through simple colloid synthesis, and the synergistic optimization of the materials’ electrical and thermal transport properties is successfully achieved. Furthermore, the book explores the mechanism involved in the integration of high thermoelectric performance and reversible p-n semiconducting switching in bimetal chalcogenide semiconductors. As such, the thesis will be of interest to university researchers and graduate students in the materials science, chemistry and physics.
This book introduces the most state-of-the-art wireless power transfer technologies for electric vehicles from the fundamental theories to practical designs and applications, especially on the circuit analysis methods, resonant compensation networks, magnetic couplers, and related power electronics converters. Moreover, some other necessary design considerations, such as communication systems, detection of foreign and living objects, EMI issues, and battery charging strategies, are also introduced to provide sufficient insights into the industrial applications. Finally, some future points are mentioned in brief. Different from other works, all the WPT technologies in this book are applied in real EV applications, whose effectiveness and reliability have been already tested and verified. From this book, readers who are interested in the area of wireless power transfer can have a broad view of modern WPT technologies. Readers who have no experience in the WPT area can learn the basic concept, analysis methods, and design principles of the WPT system for EV charging. Even for the readers who are occupied in this area, this book also provides rich knowledge on engineering applications and future trends of EV wireless charging.
Goh's thinking patriotism, fiscal prudence, strategic pragmatism, and creative imagination at work - technocracy at its finest - which could be of immediate, practical benefit to a wider 'nation of technocrats'. Further illumination comes from the insights of those contributors who had worked with the former Deputy Prime Minister and knew him personally. For a half-century that witnessed key turning points and phases of development in Singapore's transformation from colonial port city to independent global city, Dr. Goh played a leading role in the crafting and conduct of public policy, as with the creation of public institutions, which made the difference between survival and success. The organization of this volume reflects both a thematic approach and a chronological arrangement of material, the focus and the order of chapters corresponding to the historical sequence of public offices that Dr.
This book examines how foreign policy can adapt to the challenge of globalization. Two central questions are posed:how can foreign policy defend or project statist political communities using soft power within a global information space? Does soft power affect foreign policy by undermining statist community within the same global information space?
Why are some nations rich and others poor? Why do the citizens of some countries lead a happy, prosperous life while others struggle in terrible want?This book takes the reader through the eventful life journey of one of Singapore's best known economists and educators, Professor Lim Chong Yah. Born in Malacca, the author planted tapioca to feed himself and his family, caught fish in paddy fields and was thrown in jail as a 10-year-old during the war. He fought to win a Commonwealth scholarship to get a decent education, met the love of his life at a Chinese New Year party, became a Professor at two of the best universities in Asia, and went on to write one the most widely-used economics textbooks of the time, Elements of Economic Theory.At 84, Lim Chong Yah is as feisty, indomitable and curious as when he was a small, cheeky boy catching fighting fish in those paddy fields. And he still asks the fundamental question of how each of us can make a difference.
An uncoded multimedia transmission (UMT) system is one that skips quantization and entropy coding in compression and all subsequent binary operations, including channel coding and bit-to-symbol mapping of modulation. By directly transmitting non-binary symbols with amplitude modulation, the uncoded system avoids the annoying cliff effect observed in the coded transmission system. This advantage makes uncoded transmission more suited to both unicast in varying channel conditions and multicast to heterogeneous users. Particularly, in the first part of Uncoded Multimedia Transmission, we consider how to improve the efficiency of uncoded transmission and make it on par with coded transmission. We then address issues and challenges regarding how to better utilize temporal and spatial correlation of images and video in the uncoded transmission, to achieve the optimal transmission performance. Next, we investigate the resource allocation problem for uncoded transmission, including subchannel, bandwidth and power allocation. By properly allocating these resources, uncoded transmission can achieve higher efficiency and more robust performance. Subsequently, we consider the image and video delivery in MIMO broadcasting networks with diverse channel quality and varying numbers of antennas across receivers. Finally, we investigate the cases where uncoded transmission can be used in conjunction with digital transmission for a balanced efficiency and adaptation capability. This book is the very first monograph in the general area of uncoded multimedia transmission written in a self-contained format. It addresses both the fundamentals and the applications of uncoded transmission. It gives a systematic introduction to the fundamental theory and concepts in this field, and at the same time, also presents specific applications that reveal the great potential and impacts for the technologies generated from the research in this field. By concentrating several important studies and developments currently taking place in the field of uncoded transmission in a single source, this book can reduce the time and cost required to learn and improve skills and knowledge in the field. The authors have been actively working in this field for years, and this book is the final essence of their years of long research in this field. The book may be used as a collection of research notes for researchers in this field, a reference book for practitioners or engineers, as well as a textbook for a graduate advanced seminar in this field or any related fields. The references collected in this book may be used as further reading lists or references for the readers.
Unexpectedly, the Heaven Realm Lord had cast down a Flowing Fire to destroy the mortal world. Jin Jian had also been wounded by the Flowing Fire, so he sank into the Deep Sea, turned into a floating object, and started cultivating again. What kind of world was the Deep Sea, and what would Jin Jian's fate be like in the mortal world?
Selfish, obscenely rich, insular, and opportunistic: these remain how Chinese minorities in Indonesia are perceived by the indigenous population. However, far from being passive victims of discrimination and marginalisation, Chong presents a forceful case in which Chinese Indonesians possess the agency to shape their future in the country, particularly in the changing political, business, and socio-cultural environment after the fall of Suharto. While a lack of good governance that promotes the rule of law and accountability allows or even encourages some Chinese to maintain the status quo by perpetuating corrupt business practices inherited from Suharto’s New Order regime, there are other Chinese Indonesians who make full use of the democratic space opened up under the new administrations, acting as agents of reform by participating in electoral politics and establishing inter-ethnic socio-cultural organisations. Building on Anthony Giddens’s structure-agency theory and Pierre Bourdieu’s notions of habitus and field, Chong shows that the Chinese minorities have played an active role in the democratic process, even though they continue to occupy an ambivalent position in Indonesia. The Chinese Indonesians’ diverse strategies to safeguard their personal interests and cultural identities make a stimulating case study of what an ethnic minority could do to make a difference. ‘Backed by formidable research, Chong has produced an intriguing and original view of the political, social, and economic activity of the still precariously placed Chinese minority in Indonesia.’ —Donald L. Horowitz, Duke University; author of Constitutional Change and Democracy in Indonesia ‘In this illuminating study, Chong traces the political economy of Indonesia’s ethnic Chinese minority as they navigate the country’s post-1998 politics, which is more free but still lacks strong rule of law. Focusing especially on Medan and Surabaya, she analyses how some have strongly supported reforms while many continue old practices of surviving and profiting by participating in massive corruption and extortion.’ —Jeffrey A. Winters, Northwestern University; author of Oligarchy
In Best Practice Kimberly Chong provides an ethnography of a global management consultancy that has been hired by Chinese companies, including Chinese state-owned enterprises. She shows how consulting emerges as a crucial site for considering how corporate organization, employee performance, business ethics, and labor have been transformed under financialization. To date financialization has been examined using top-down approaches that portray the rise of finance as a new logic of economic accumulation. Best Practice, by contrast, focuses on the everyday practices and narratives through which companies become financialized. Effective management consultants, Chong finds, incorporate local workplace norms and assert their expertise in the particular terms of China's national project of modernization, while at the same time framing their work in terms of global “best practices.” Providing insight into how global management consultancies refashion Chinese state-owned enterprises in preparation for stock market flotation, Chong demonstrates both the dynamic, fragmented character of financialization and the ways in which Chinese state capitalism enables this process.
Describes China-ASEAN relations. This book discusses and analyzes China-ASEAN cooperation in the Greater Mekong River Sub-region (GMS), the Pan-Beibu economic zone, ASEAN's growth triangles, and the hydraulic power sector, as well as China-ASEAN economic relations in the wake of the financial crisis.
This book introduces both conceptual and procedural aspects of cutting-edge data science methods, such as dynamic data visualization, artificial neural networks, ensemble methods, and text mining. There are at least two unique elements that can set the book apart from its rivals. First, most students in social sciences, engineering, and business took at least one class in introductory statistics before learning data science. However, usually these courses do not discuss the similarities and differences between traditional statistics and modern data science; as a result learners are disoriented by this seemingly drastic paradigm shift. In reaction, some traditionalists reject data science altogether while some beginning data analysts employ data mining tools as a “black box”, without a comprehensive view of the foundational differences between traditional and modern methods (e.g., dichotomous thinking vs. pattern recognition, confirmation vs. exploration, single method vs. triangulation, single sample vs. cross-validation etc.). This book delineates the transition between classical methods and data science (e.g. from p value to Log Worth, from resampling to ensemble methods, from content analysis to text mining etc.). Second, this book aims to widen the learner's horizon by covering a plethora of software tools. When a technician has a hammer, every problem seems to be a nail. By the same token, many textbooks focus on a single software package only, and consequently the learner tends to fit the problem with the tool, but not the other way around. To rectify the situation, a competent analyst should be equipped with a tool set, rather than a single tool. For example, when the analyst works with crucial data in a highly regulated industry, such as pharmaceutical and banking, commercial software modules (e.g., SAS) are indispensable. For a mid-size and small company, open-source packages such as Python would come in handy. If the research goal is to create an executive summary quickly, the logical choice is rapid model comparison. If the analyst would like to explore the data by asking what-if questions, then dynamic graphing in JMP Pro is a better option. This book uses concrete examples to explain the pros and cons of various software applications.
Written by Emeritus Professor LIM Chong-Yah, Founding Chairman of the tripartite National Wages Council (NWC), this unique volume offers readers an insider's view of the genesis and the evolution of the wage determination mechanism and system in Singapore under the aegis of the NWC. As a tripartite body dealing with wages, wage policies and wage-related matters and promoting Growth with Equity, the NWC played a critical role in transforming industrial relations in Singapore from the then confrontational approach to that of mutual understanding, esprit de corps and social co-partnership. Drawing from his 30-year experience as NWC Chairman (1972-2001), Singapore's eminent Economics Professor shares with readers the important process and problems of seeking equitable wage increases through tripartite consensus based on a yearly national wage guideline system. The book also chronicles the role of the NWC in crisis management in 1974, 1985 and 1998, and in Economic Restructuring, 1979-1981. The structure and operation of this unique Singapore institution and the interesting problems of securing unanimity of support from the three tripartite partners are revealed in the book. Some important NWC personalities and their concerns and unique contributions are interestingly covered, anecdotally.
Malaysia has grown and changed a great deal since it was formed on 16 September 1963. It was then seen as an unlikely nation hastily put together as a federation of British controlled territories in the region. Brunei's refusal to join at the eleventh hour and Singapore's secession before its second birthday only seemed to confirm such doubts.Yet, it has not only survived, but even thrived, often cited as a developing country worthy of emulation. Ruled by the same ruling coalition since the mid-1950s, it has been tempting to emphasize continuities, and there certainly have been many.Looking back at its last half century, this volume first considers changes in development policy in response to national as well as international developments. The remaining three parts consider how public policy has been influenced by and has, in turn, influenced economic distribution, public finance and economic federalism.Besides the familiar focus on ethnic disparities, regional and other distribution issues are considered. The discussion of government taxation as well as spending also focuses on distribution implications. Although constitutionally a federation, Malaysia has been more centralized than most federal states.The way forward requires greater sensitivity to the complex political economy of Malaysia's unlikely, but nonetheless resilient federation and ruling coalition.This book is published and distributed worldwide by World Scientific Publishing Co Pte Ltd except Malaysia.
This book provides a comprehensive examination of the contemporary theatre field in Singapore. Based on extensive original research it provides a wealth of information on theatre in Singapore overall, not just theatre-state relations.
After impressive growth of about 10% per annum for three decades, China's visible signs of economic slowdown since 2008 have been subject to much contention. What causes the deceleration? What should we expect in an era of China's 6% growth? This book answers these questions in three parts. Although it is widely accepted that China can hardly continue its high-speed growth model, estimations for its future growth potential differ greatly. The first part of this book predicts China's growth to 2050, which considers both cross-country historical experiences and China's own demographic structure and employment participation features. In the second part, the book offers a comprehensive estimation of China's national and provincial total factor productivity (TFP) over the period of 1978 to 2014 based on comparable data. It then analyzes the causes of China's economic slowdown from a productivity point of view. Finally, this book correspondingly outlines policy recommendations, including supply-side structural reform and macroeconomic policy frameworks, to effectively address the issue of decline in both labor and labor productivity growth. This book will attract scholars and students of economics and China's economic studies.
Drying and Valorisation of Food Processing Waste is a comprehensive guide that delves into the crucial role of advanced drying technologies in mitigating the issue of food waste. This book evaluates the current research, technologies, and methodologies in food waste processing and valorisation, highlighting the challenges and opportunities that exist in this field. This book provides a systematic classification of various types of food waste and how to choose the most appropriate drying technology based on waste characteristics. It also covers the effects of drying technologies on physical and chemical properties, as well as valuable compounds. In addition, it evaluates the impact of drying on different valorisation routes and provides real-life industrial case studies to illustrate the practical applications of the concepts discussed. It is an invaluable resource for professionals, researchers, and academics who are looking to gain a deeper understanding of the impact of drying on food waste reduction and valorisation. This book is aimed at chemical, food, and environmental engineers as well as researchers and academics in these fields. It provides a comprehensive overview of the latest developments in food waste processing and valorisation and is an essential reference for professionals seeking to advance their knowledge in this field. Additionally, this book's practical approach and case studies make it an ideal resource for students and researchers who are looking to gain hands-on experience in food waste reduction and valorisation.
This is the first English translation of one of Korea’s most celebrated historical works, a pre-modern classic so well known to Koreans that it has inspired contemporary literature and television. Written in 1821 by Chong Yagyong (Tasan), Admonitions on Governing the People (Mongmin simso) is a detailed manual for district magistrates on how to govern better. In encyclopedic fashion, Chong Yagyong addresses the administration, social and economic life, criminal justice, the military, and the Confucian ritual system. He provides examples of past corrupt officials and discusses topics of the day such as famine relief and social welfare. A general call for overhauling the Korean ruling system, the book also makes the radical proposition that the purpose of government is to serve the interests of the people. This long-awaited translation opens a new window on early-nineteenth century Korea and makes available to a wide audience a work whose main concerns simultaneously transcend national and cultural boundaries.
Bleak and wintry, a cheating fiancé sent a woman on a journey back home to seek solace, only to find herself stumbling upon an old, decrepit town. It did not take her long to realise that every adult, including a witch-like teacher, was colour-blind. As an outsider, see what hidden secrets are unravelled and how she finds out the children as being the only ones who saw the real colours. Would she find her way out? Would she flee out of exasperation? ...or would she take one great leap of faith to change the outlook of this blinded town?
Two-Dimensional Materials for Electromagnetic Shielding Discover a cutting-edge reference on 2D EMI shielding materials for both industrial and academic audiences Two-Dimensional Materials for Electromagnetic Shielding delivers a thorough and comprehensive examination of all aspects of electromagnetic interference (EMI) shielding and microwave absorption, including fundamentals and applications, as well as emerging 2D materials in the field, like graphene, and MXenes. The book covers basic knowledge on shielding mechanisms and the demanding physical, chemical, and mechanical properties of the 2D materials against betrayed electromagnetic waves. The benefits of novel 2D materials over existing materials are thoroughly explained and the reader is provided with insight into future developments in shielding materials for highly integrated electrical and electronic equipment. The book offers explanations and in-depth descriptions of graphene and MXenes materials, as well as likely future challenges that will confront practitioners in the field. Ideal for scientists, researchers, and engineers who design novel EMI shielding materials, the book also provides: A thorough introduction to electromagnetic field sources and their impact on human beings An exploration of EMI shielding mechanism and conversion techniques, including microwave absorption mechanisms and scattering parameter conversion methods Discussions of measurements and standards in EMI shielding, including shielding effectiveness measurements An examination of graphene, MXenes, and other 2D materials for EMI shielding and microwave absorbing Perfect for materials scientists, electrochemists, inorganic chemists, physical chemists, and radiation chemists, Two-Dimensional Materials for Electromagnetic Shielding will also earn a place in the libraries of applied physicists and engineering scientists in industry seeking a one-stop reference on cutting-edge 2D electromagnetic interference shielding materials.
The consequences of a large dam failing can be disastrous. However, predicting the performance of concrete dams during earthquakes is one of the most complex and challenging problems in structural dynamics. Based on a nonlinear approach, Seismic Safety Evaluation of Concrete Dams allows engineers to build models that account for nonlinear phenomena such as vertical joint slippage, cracks, and cavitation. This yields more accurate estimates. Advanced but readable, this book is the culmination of the work carried out by Tsinghua University Research Group on Earthquake Resistance on Dams over the last two decades. - Nonlinearity characteristics of high concrete dams, seismic analysis methods, evaluation models - A systematic approach to nonlinear analysis and seismic safety evaluation of concrete dams - Includes nonlinear fracture of dam-water-foundation interaction system, dynamic fluid-structure - Covers soil-structure interactions, and meso-scale mechanical behavior of concrete are all international front issues of the field
This is the first book to set the development of tourism in China since 1949 in its policy context. Underpinned by a strong conceptual framework, this systematic study of China contributes to an in-depth understanding of how public policy-making for tourism works and how it affects the development of tourism in the real world. The text explores tourism policy during three distinct leadership periods since creation of the People’s Republic of China in 1949. The attitudes and values of leaders and central government agencies towards tourism are considered, as well as the interactions of ideological orthodoxies, socioeconomic conditions and institutions in their influence on national policy-making and tourism development. A separate chapter is devoted to policy-making in Hong Kong and Macau, as well as Taiwan. Drawing on China’s experience over 60 years the book concludes with both theoretical and practical implications for tourism policy-making.
Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different from other machine learning algorithms, such as supervised learning and unsupervised learning, the key feature of RL is its unique learning paradigm, i.e., trial-and-error. Combined with the deep neural networks, deep RL become so powerful that many complicated systems can be automatically managed by AI agents at a superhuman level. On the other hand, CPSs are envisioned to revolutionize our society in the near future. Such examples include the emerging smart buildings, intelligent transportation, and electric grids. However, the conventional hand-programming controller in CPSs could neither handle the increasing complexity of the system, nor automatically adapt itself to new situations that it has never encountered before. The problem of how to apply the existing deep RL algorithms, or develop new RL algorithms to enable the real-time adaptive CPSs, remains open. This book aims to establish a linkage between the two domains by systematically introducing RL foundations and algorithms, each supported by one or a few state-of-the-art CPS examples to help readers understand the intuition and usefulness of RL techniques. Features Introduces reinforcement learning, including advanced topics in RL Applies reinforcement learning to cyber-physical systems and cybersecurity Contains state-of-the-art examples and exercises in each chapter Provides two cybersecurity case studies Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies is an ideal text for graduate students or junior/senior undergraduates in the fields of science, engineering, computer science, or applied mathematics. It would also prove useful to researchers and engineers interested in cybersecurity, RL, and CPS. The only background knowledge required to appreciate the book is a basic knowledge of calculus and probability theory.
Denise Chong, the beloved author of The Concubine’s Children, tells the story of a man who humiliated a repressive regime in front of the entire world, and whose daring gesture informs our view of human rights to this day. Despite his family’s impeccable Communist roots, Lu Decheng, a small town bus mechanic, grew up intuiting all that was wrong with Mao’s China. As a young man he believes truth and decency mattered, only to learn that preserving the Chairman’s legacy mattered more. Lu’s story reads like Shakespearean drama, peppered with defiance, love and betrayal. His steadfast refusal to acquiesce comes to a head, but not an end, with his infamous defacing of Mao’s portrait during the 1989 protests in Tiananmen Square.
Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications provides fundamental background knowledge of convex optimization, while striking a balance between mathematical theory and applications in signal processing and communications. In addition to comprehensive proofs and perspective interpretations for core convex optimization theory, this book also provides many insightful figures, remarks, illustrative examples, and guided journeys from theory to cutting-edge research explorations, for efficient and in-depth learning, especially for engineering students and professionals. With the powerful convex optimization theory and tools, this book provides you with a new degree of freedom and the capability of solving challenging real-world scientific and engineering problems.
POWER GRID RESILIENCE AGAINST NATURAL DISASTERS How to protect our power grids in the face of extreme weather events The field of structural and operational resilience of power systems, particularly against natural disasters, is of obvious importance in light of climate change and the accompanying increase in hurricanes, wildfires, tornados, frigid temperatures, and more. Addressing these vulnerabilities in service is a matter of increasing diligence for the electric power industry, and as such, targeted studies and advanced technologies are being developed to help address these issues generally—whether they be from the threat of cyber-attacks or of natural disasters. Power Grid Resilience against Natural Disasters provides, for the first time, a comprehensive and systematic introduction to resilience-enhancing planning and operation strategies of power grids against extreme events. It addresses, in detail, the three necessary steps to ensure power grid success: the preparedness prior to natural disasters, the response as natural disasters unfold, and the recovery after the event. Crucially, the authors put forward state-of-the-art methods towards improving today’s practices in managing these three arenas. Power Grid Resilience against Natural Disasters readers will also find: Data, tables, and illustrations to supplement and clarify the points put forward in each chapter Case studies on realistic power systems and industry standards and practices related to the topics covered Potential to be a supplementary text in advanced level power engineering courses Power Grid Resilience against Natural Disasters will be of interest to specialists and engineers, as well as planners and operators from industry. It can also be a useful resource for senior undergraduate students, postgraduate students, researchers, and research libraries. More, it will appeal to all readers with a strong background in power system analysis, operation and control, optimization methods, the Markov decision process, and probability and statistics.
This is a new edition of the now classic book which has established itself as a standard text for dental students. Practical approach to the subject, taking the reader through every step of endodontic practice from scientific basis to patient assessment and through to clinical techniques Evidence-based approach to ensure safe clinical practice More than 250 illustrations, many in full colour, presenting clinical, diagnostic and practical information in an easy-to-follow manner A logical approach to the subject by building upon a clear explanation of the underlying scientific principles Prepared by international contributors to ensure a wider appeal Written at a level which is ideal for dental student, general and vocational dental practitioners Includes new imaging techniques such as Cone Beam Computed Tomography A new chapter on diagnosis, integral to treatment planning, patient management and care Recent research findings on the pathogenesis of endodontic disease and the management of persistent infection in previously treated teeth A completely rewritten chapter on the restoration of endodontically treated teeth Newer treatment modalities and materials such as regenerative techniques and Mineral Trioxide Aggregate in endodontics The use and development of NiTi instruments, both hand and rotary, which are increasingly popular for preparing root canals Published for the first time in full colour with over 185 new images!
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