Handbook of Metaheuristic Algorithms: From Fundamental Theories to Advanced Applications provides a brief introduction to metaheuristic algorithms from the ground up, including basic ideas and advanced solutions. Although readers may be able to find source code for some metaheuristic algorithms on the Internet, the coding styles and explanations are generally quite different, and thus requiring expanded knowledge between theory and implementation. This book can also help students and researchers construct an integrated perspective of metaheuristic and unsupervised algorithms for artificial intelligence research in computer science and applied engineering domains. Metaheuristic algorithms can be considered the epitome of unsupervised learning algorithms for the optimization of engineering and artificial intelligence problems, including simulated annealing (SA), tabu search (TS), genetic algorithm (GA), ant colony optimization (ACO), particle swarm optimization (PSO), differential evolution (DE), and others. Distinct from most supervised learning algorithms that need labeled data to learn and construct determination models, metaheuristic algorithms inherit characteristics of unsupervised learning algorithms used for solving complex engineering optimization problems without labeled data, just like self-learning, to find solutions to complex problems. - Presents a unified framework for metaheuristics and describes well-known algorithms and their variants - Introduces fundamentals and advanced topics for solving engineering optimization problems, e.g., scheduling problems, sensors deployment problems, and clustering problems - Includes source code based on the unified framework for metaheuristics used as examples to show how TS, SA, GA, ACO, PSO, DE, parallel metaheuristic algorithm, hybrid metaheuristic, local search, and other advanced technologies are realized in programming languages such as C++ and Python
This book examines whether the integration of edge intelligence (EI) and blockchain (BC) can open up new horizons for providing ubiquitous intelligent services. Accordingly, the authors conduct a summarization of the recent research efforts on the existing works for EI and BC, further painting a comprehensive picture of the limitation of EI and why BC could benefit EI. To examine how to integrate EI and BC, the authors discuss the BC-driven EI and tailoring BC to EI, including an overview, motivations, and integrated frameworks. Finally, some challenges and future directions are explored. The book explores the technologies associated with the integrated system between EI and BC, and further bridges the gap between immature BC and EI-amicable BC. Explores the integration of edge intelligence (EI) and blockchain (BC), including their integrated motivations, frameworks and challenges; Presents how BC-driven EI can realize computing-power management, data administration, and model optimization; Describes how to tailor BC to better support EI, including flexible consensus protocol, effective incentive mechanism, intellectuality smart contract, and scalable BC system tailoring; Presents some key research challenges and future directions for the integrated system.
I've been waiting for you here for two days!" The sea breeze blew through the woman's short, yellowish hair."What if I don't come?""I don't know. Maybe I will completely forget about you. Maybe I will marry another man!"The man smiled and said, "But in the end, I still came.
The Thucydides trap and a US-China face-off are not structurally inevitable; US-China relations are what the US and China make of them. Phua focuses on the ability to see "US as US" and "China as China" to trigger both countries’ cultural tendencies towards pragmatism. Phua examines China’s arduous journey to fit in the Westphalian system, the deep cultural misunderstandings by the West of Sunzi’s The Art of War, and attempts to offer an inside-out cultural synthesis of classical and modern Chinese thought as a proxy of their operational code, beyond the standard clichés about Confucian and Daoist thought. He builds on Jervis’ perception and misperception as well as Alastair Johnston’s cultural realism. Readers will benefit from a culturally-Chinese, western-educated and politically neutral understanding of "China as China". An essential primer for academics, practitioners and students of international relations, diplomacy and Chinese culture.
The conventional wisdom that only large corporations can do business in China is a thing of the past. Small- and medium-sized businesses today enjoy the same opportunities in China once granted only to large, multinational conglomerates. In Selling to China, author Stanley Chao helps all businesses learn effective ways to deal with Chinese businesspeople and private and state-owned companies; analyze whether certain products or services are viable for the Chinese market; understand the psyche of the Mao Generation Chinese who are now Chinas business owners, executives, and government leaders; and develop low-cost, market-entry strategies Filled with clear, tangible steps and applicable personal anecdotes, Selling to China bridges the gap between Western and Chinese cultures, languages, and histories to help businesses enter the Chinese marketplace.
Zhenwu, or the Perfected Warrior, is one of the few Chinese Deities that can rightfully claim a countrywide devotion. Religious specialists, lay devotees, the state machine, and the cultural industry all participated, both collaboratively and competitively, in the evolution of this devotional movement. This book centres on the development and transformation of the godhead of Zhenwu, as well as the devotional movement focused on him. Organised chronologically on the development of the Zhenwu worship in Daoist rituals, state religion, and popular practices, it looks at the changes in the way Zhenwu was perceived, and the historical context in which those changes took place. The author investigates the complicated means by which various social and political groups contested with each other in appropriating cultural-religious symbols. The question at the core of the book is how, in a given historical context, human agents and social institutions shape the religious world to which they profess devotion. The work offers a holistic approach to religion in a period of Chinese history when central, local, official, clerical and popular power are constantly negotiating and reshaping established values.
All-solid-state batteries have gained much attention as the next-generation batteries. This book is about various Li ion ceramic electrolytes and their applications to all-solid-state battery. It contains a wide range of topics from history of ceramic electrolytes and ion conduction mechanisms to recent research achievements. Here oxide-type and sulfide-type ceramic electrolytes are described in detail. Additionally, their applications to all-solid-state batteries, including Li-air battery and Li-S battery, are reviewed.Consisting of fundamentals and advanced technology, this book would be suitable for beginners in the research of ceramic electrolytes; it can also be used by scientists and research engineers for more advanced development.
This book systematically introduces fast winding-based discharge strategies used for permanent magnet synchronous machine-based drives in electric vehicles (EVs) after a crash. The contents are from the author's final thesis securing his Ph.D. degree. The book contains seven chapters. Chapter 1 introduces the motivation of the research. Chapter 2 reviews five types of injury hazards that the occupants might suffer during crashes, addressing the high-voltage problem. In Chapters 3, 4, and 5, different winding-based discharge techniques are developed. Chapter 6 discusses the general principles for selecting an effective and efficient discharge technique for a particular EV. The conclusion is drawn in Chapter 7. Some author's achievements are listed at the end of the book. This book introduces professional knowledge about the subject of electrical engineering. It can be used as a reference book for technicians and scholars in this area.
A powerful cultivator who had been reborn had somehow ended up in the hands of a high school student, saved the beauty of the school belle, made a bet with the beautiful vice principal, was a wild and strong girlfriend ... This was because every single movement of Lu Chong was incredible!
Wang, do you really want to fight?" "It seems like Dark Night's hands are rubbing against its chest in excitement, and it won't be able to wait any longer." Boss, as long as you give the order, we will kill our way out and kill every single one of those 20,000 warlord knights! " As soon as the topic of war was brought up, Cang Jue could no longer hold himself back.
China's anti-poverty campaign has liberated hundreds of millions of citizens from absolute poverty, offering a compelling model for other developing countries around the world. This book demonstrates the path of China’s poverty alleviation and explores the approach and the theory underlying the country’s experience. The authors elucidate four important stages of poverty alleviation in China. They further investigate how the administration has balanced economic growth, regional development and the protection of ecosystem and cultural and heritage sites during China's remarkable transformation. As China’s development experience have extended the theory of international poverty alleviation, this book should provide valuable insights and offer enlightenment to global scholars, NGOs and governments of other developing countries.
Der Datenverkehr in lokalen und globalen Datennetzwerken nimmt ständig zu. Quality of Service zu bieten, ist deshalb eine der vordringlichsten Aufgaben der Kommunikationsindustrie. Eine praxisnahe Einführung in die QoS-Implementierung bietet diese topaktuelle Buch, das auch neue Steuerungstechniken für die nächste Generation der Multimedia-Netze erläutert. Theoretische Forschungsergebnisse und Beispiele aus der ingenieurtechnischen Praxis werden gleichermaßen berücksichtigt.
This book considers the changing nature of intimacy in contemporary China, providing a unique case study of romantic subjectivities in young people in the world’s fastest growing economy. Since the implementation of reform in 1978, the economic and socio-cultural environment of modern China has experienced a dramatic transformation under the influence of urbanization and globalization, facilitating more individualized identity among Chinese youth. This book bridges the gap between an emergent emphasis on individualisation and the country’s traditional norms and values. It focuses on young people’s understandings of various forms of relationships such as cohabitation, extramarital relationships and multiple relationships, suggesting a challenge to traditional familial values and an increasingly diversified understanding of the concepts of love and romance. By examining the formation of relationships among 21st century Chinese youth, notably through the lens of popular Chinese TV dating programs, this book considers how dating and relationships mirror China’s changing societal structure and examines social and cultural transformations in Chinese society.
This book systematically discusses nonlinear interval optimization design theory and methods. Firstly, adopting a mathematical programming theory perspective, it develops an innovative mathematical transformation model to deal with general nonlinear interval uncertain optimization problems, which is able to equivalently convert complex interval uncertain optimization problems to simple deterministic optimization problems. This model is then used as the basis for various interval uncertain optimization algorithms for engineering applications, which address the low efficiency caused by double-layer nested optimization. Further, the book extends the nonlinear interval optimization theory to design problems associated with multiple optimization objectives, multiple disciplines, and parameter dependence, and establishes the corresponding interval optimization models and solution algorithms. Lastly, it uses the proposed interval uncertain optimization models and methods to deal with practical problems in mechanical engineering and related fields, demonstrating the effectiveness of the models and methods.
Sustainable Construction Materials: Recycled Aggregate focuses on the massive systematic need that is necessary to encourage the uptake of recycled and secondary materials (RSM) in the construction industry. This book is the fifth and the last of the series on sustainable construction materials and like the previous four, it is also different to the norm. Its uniqueness lies in using the newly developed, Analytical Systemisation Method, in building the data-matrix sourced from 1413 publications, contributed by 2213 authors from 965 institutions in 67 countries, from 1977 to 2018, on the subject of recycled aggregate as a construction material, and systematically analysing, evaluating and modelling this information for use of the material as an aggregate concrete and mortar, geotechnics and road pavement applications. Environmental issues, case studies and standards are also discussed. The work establishes what is already known and can be used to further progress the use of sustainable construction materials. It can also help to avoid repetitive research and save valuable resources. The book is structured in an incisive and easy to digest manner and is particularly suited for researchers, academics, design engineers, specifiers, contractors, and government bodies dealing with construction works. - Provides an exhaustive and comprehensively organized list of globally-based published literature spanning 5000 references - Offers an analysis, evaluation, repackaging and modeling of existing knowledge that encourages more responsible use of waste materials - Provides a wealth of knowledge for use in many sectors relating to the construction profession, including academia, research, practice and adoption of RSM
Research on deformable and wearable electronics has promoted an increasing demand for next-generation power sources with high energy/power density that are low cost, lightweight, thin and flexible. One key challenge in flexible electrochemical energy storage devices is the development of reliable electrodes using open-framework materials with robust structures and high performance. Based on an exploration of 3D porous graphene as a flexible substrate, this book constructs free-standing, binder-free, 3D array electrodes for use in batteries, and demonstrates the reasons for the research transformation from Li to Na batteries. It incorporates the first principles of computational investigation and in situ XRD, Raman observations to systematically reveal the working mechanism of the electrodes and structure evolution during ion insertion/extraction. These encouraging results and proposed mechanisms may accelerate further development of high rate batteries using smart nanoengineering of the electrode materials, which make “Na ion battery could be better than Li ion battery” possible.
Medicine and Society in Late Imperial China explores the vibrant medical landscape in late imperial China (1600-1850), focusing on one of the most cultured and elegant cities in the lower Yangzi region, Suzhou. The central theme of the book is that the economic prosperity and intellectual vibrancy of late imperial Jiangnan fostered the emergence of a community of physicians who engaged in lively debates concerning qualifications and practice, leading to a growing sense of identity and new ways of theorizing and practicing medicine. It shows that the classical medical tradition interacted in a fluid relationship with both the state and the folk traditions. Medicine and Society in Late Imperial China is divided into two parts. Part I provides a broad framework on the discourse on the ideal physician, as well as examining the sanhuang miao (Temple of the Three Emperors) and challenges to existing medical theories by the wenbing (warm factor) school. Part II focuses on Suzhou physicians and their writings within the broad medical tradition, illustrates a local perspective of medicine's relationship with the state through an examination of the outbreak of epidemics in Suzhou, and discusses the development of the fields of specialties in medicine.
The Routledge Handbook of Chinese Language Teaching defines Chinese language teaching in a pedagogical, historical, and contemporary context. Throughout the volume, teaching methods are discussed, including the traditional China-based approach, and Western methods such as communicative teaching and the immersion program. The Handbook also presents a pedagogical model covering pronunciation, tones, characters, vocabulary, grammar, and the teaching of listening, speaking, reading, and writing. The remaining chapters explore topics of language assessment, technology enhanced instruction, teaching materials and resources, Chinese for specific purposes, classroom implementation, social contexts of language teaching and language teaching policies, and pragmatics and culture. Ideal for scholars and researchers of Chinese language teaching, the Handbook will benefit educators and teacher training programs. This is the first comprehensive volume exploring the growing area of Chinese language pedagogy.
Unsaturated soil is a three-phase material that is ubiquitous on the Earth’s surface and exhibits complex behaviour, which becomes more complex in response to the Earth’s changing climate and increasing engineering activities. This is because the former affects its moisture and temperature conditions significantly and the latter governs its stress state and suction condition. This book is designed to meet the increasing challenges of climate change and engineering activities by covering the mechanics and engineering of unsaturated soil in a logical manner. It comprises four major parts: Water retention and flow characteristics Shear strength and stiffness at various temperatures State-dependent elasto-plastic constitutive modelling Field monitoring and engineering applications This second edition uniquely covers fundamental topics on unsaturated soil that are not covered in other similar books, including: the state- dependency of soil- water retention behaviour and water permeability functions, such as dependence on engineering activities small strain stiffness considering the influence of wetting- drying cycles and recent suction history, such as that due to climate change suction effects on dilatancy and peak shear strength cyclic thermal effects on soil behaviour state- dependent elastoplastic constitutive modelling of monotonic and cyclic behaviour engineering applications such as the South-to-North Water Transfer Project; an earthen landfill cover system devoid of geomembrane in the Xiaping landfill, Shenzhen; and a 15-m-deep multi- propped excavation in Tianjin, China
The hard disk drive is one of the finest examples of the precision control of mechatronics, with tolerances less than one micrometer achieved while operating at high speed. Increasing demand for higher data density as well as disturbance-prone operating environments continue to test designers' mettle. Explore the challenges presented by modern hard disk drives and learn how to overcome them with Hard Disk Drive: Mechatronics and Control. Beginning with an overview of hard disk drive history, components, operating principles, and industry trends, the authors thoroughly examine the design and manufacturing challenges. They start with the head positioning servomechanism followed by the design of the actuator servo controller, the critical aspects of spindle motor control, and finally, the servo track writer, a critical technology in hard disk drive manufacturing. By comparing various design approaches for both single- and dual-stage servomechanisms, the book shows the relative pros and cons of each approach. Numerous examples and figures clarify and illustrate the discussion. Exploring practical issues such as models for plants, noise reduction, disturbances, and common problems with spindle motors, Hard Disk Drive: Mechatronics and Control avoids heavy theory in favor of providing hands-on insight into real issues facing designers every day.
Modern cryptography has evolved dramatically since the 1970s. With the rise of new network architectures and services, the field encompasses much more than traditional communication where each side is of a single user. It also covers emerging communication where at least one side is of multiple users. New Directions of Modern Cryptography presents general principles and application paradigms critical to the future of this field. The study of cryptography is motivated by and driven forward by security requirements. All the new directions of modern cryptography, including proxy re-cryptography, attribute-based cryptography, batch cryptography, and noncommutative cryptography have arisen from these requirements. Focusing on these four kinds of cryptography, this volume presents the fundamental definitions, precise assumptions, and rigorous security proofs of cryptographic primitives and related protocols. It also describes how they originated from security requirements and how they are applied. The book provides vivid demonstrations of how modern cryptographic techniques can be used to solve security problems. The applications cover wired and wireless communication networks, satellite communication networks, multicast/broadcast and TV networks, and newly emerging networks. It also describes some open problems that challenge the new directions of modern cryptography. This volume is an essential resource for cryptographers and practitioners of network security, security researchers and engineers, and those responsible for designing and developing secure network systems.
An extensive update of the classic reference on organic reactions in water Published almost a decade ago, the first edition has served as the guide for research in this burgeoning field. Due to the cost, safety, efficiency, and environmental friendliness of water as a solvent, there are many new applications in industry and academic laboratories. More than forty percent of this extensively updated second edition covers new reactions. For ease of reference, it is organized by functional groups. A core reference, Comprehensive Organic Reactions in Aqueous Media, Second Edition: * Provides the most comprehensive coverage of aqueous organicreactions available * Covers the basic principles and theory and progresses to applications * Includes alkanes, alkenes, aromatics, electrophilic substitutions, carbonyls, alpha, beta-unsaturated carbonyls, carbon-nitrogen bonds, organic halides, pericyclic reactions, photochemical reactions, click chemistry, and multi-step syntheses? * Provides examples of applications in industry This is the premier reference for chemists and chemical engineers in industry or research, as well as for students in advanced-level courses.
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