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- 要約等Learn the essential skills for building an authentic federated learning system with Python and take your machine learning applications to the next level Key Features Design distributed systems that can be applied to real-world federated learning applications at scale Discover multiple aggregation schemes applicable to various ML settings and applications Develop a federated learning system that can be tested in distributed machine learning settings ......scription Federated learning (FL) is a paradigm-shifting technology in AI that enables and accelerates machine learning (ML), allowing you to work on private data. It has becom...
- 件名Machine learning Python (Computer program language) Machine learning.
- 一般注記"Production reference: 1141022"--Title page verso
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- 要約等<p>Swarm robotics system (SRS) is a type of artifact that employs multiple robots to work together in a coordinated way, inspired by the self-organizing behavior of social insects such as ants and bees. SRSs are known for th......, flexibility, and scalability. This st......es on evolutionary robotics (ER) which uses artificial neural networks (ANNs) as controllers to operate autonomous robots. In traditional ER research, SRSs were ...... composed of teams of homogeneous robots, each of which is controlled by a single ANN. In contrast, this study ......n the implementation of ER in a heterogeneous SRS. To evaluate our approach, we present...
- 参照Tunable Social Hierarchies in Self-Organizing Model with Chemotactic Agents Review of Interdisciplinary Approach to Swarm Intelligence
- 参照Torch: Strategy evolution in swarm robots using...... multi-robot teams Cooperative self-organization in a heterogeneous swarm robotic syst...... Collective Behavior Acquisition of Real Robotic Swarms Using Deep ......einforcement Learning Shape Formation in Homogeneous Swarms Using Local Task Swapping Evolving Neural Controllers f......ection Self-Organised Collision......e Flocking Mechanism in Heterogeneous Robot Swarms Topology and weight evolving artificial neural networks in cooperative transport by a robotic swarm Automatic Design of Robot Swarms: Achievements and Challenges Nature-Inspired Swarm Intelligence and Its Applic...
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- 要約等"This book explores the education poverty alleviation policy in China from the perspectives of concept and practice. In this book, the authors also examine the major national education poverty alleviation policy to analyze the different periods and stages of education in China. This book also explores th......lopment of China's education poverty alleviation policy fro......t scopes. It examines the various stages, features, problems and suggestions ......hinese poverty alleviation progress. The intended readers are scholars and researchers who are interested and work in research of the poverty alleviation education in Chines...
- 内容細目Bridging anti-poverty and education : the macro policy design and system innovation of education poverty alleviation in China The political foundation of China's education poverty alleviation policy The economic foundation of China's education poverty alleviation policy The social foundation of China's education poverty alleviation policy The cultural foundation of China's educational poverty alleviation policy : connotation, performance and prospect The universal development o......pre-school education in poor areas Improving the quality of compulsory education in poor areas Improving the quality of vocational education i...
- 件名Education and state--China Poverty--China Poverty. Education. Education and state. China.
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- 要約等A reform in 1996 introduced a work-centred and competence-based turn in the school-based component of dual vocational education and training in Germany. The classic distinctio...... of "theory equals school-based learning" and "practical experience equals work-based learning in companies" are to be remove......ough the orientation of school-based content to the practical requirements of the vocational and professional work. In the article the underlying concept "areas of learning” is described and contrasted to the competence-based approach in general education.
- 著者標目Michael Gessler
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- 要約等<p>To realize a competitive pr......ervice system, a manufacturer is required to change its closed business model and develop open and sustainable alliances with external partners. As an alternative business model, an open business......model (OBM) is a new concept, replacing the closed model, that is highly dep......ent on the company’s resources. An OBM is realized via resource sharing and collaboration with external partners. By incorporating an OBM in its operations, a company can receive several benefits, such as long-term pro...... new customer value and diversifying......s due to uncertainty in the market environment...
- DOI10.20965/ijat.2020.p0678
- 件名product-service system open business model openness value co-creation design method
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- 要約等Structural Design of Buildings: Holistic Designis the essential reference for structural engineers involved in the design of buildings and other struct......res. It forms part of the Structural Design of Buildingsseries and introduces the concepts and principles i......listic structural design of a building
- 内容細目Contents Foreword Preface Acknowledgments About the editors About the contri......Introduction Chapter 1: Design considerations for typical building uses......ion 1.2. Hospitals and medical buildings 1.3......ffices 1.4. Retail and mixed use 1.5. Industrial buildings 1.6. Industrial: data centres 1.7. Residential 1.8. Schools ......els 1.9.3 Cinemas (and theatres as auditoria) 1.10. Concluding observations 2.5. Achieving the right structural section 2.5.1 The building as a whole 2.5.2 Th......multi-disciplinary floor zone 2.6. Accommodating other components and issues 2.7. Sustainability and carbon 2.8. Summary 2.9. Conclud...
- LCCTA658
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- 要約等A tangible and applicable concept of distributed generation units in the real world. Distributed Generation Systems closes the information gap between recent research on distributed generation and industrial plants, and provides sol......ons to their practical problems and limitations. It provides a clear picture of operation principles......stributed generation units, not......rspective but targeting a specific need of the research community. With worked examples and figures on principal types of Distributed Generation (DG), placing an emphasis on real-world examples, simulations, and illustrations, this book is a useful r...
- 内容細目...sources / Mehrdad Mokhtari, G.B. Gharehpetian, S. Mohammad Mousavi Agah The basic principles of wind farms / Ahmed Rashad, Salah Kamel, Francisco Jurado Solar energy and photovoltaic technology / Kakkan Ramalingam, Chandrasen Indulkar Microturbine generation power systems / R. Noroozian, P. Asgharian Fuel cells / Hamdi Abdi, Ramtin Rasouli Nezhad, Mohammad Salehimaleh Design of small hydro generation systems / Morteza Nazari-heris, Behnam Mohammadi-Ivatloo Energy storage systems / Hamdi Abdi, Behnam Mohammadi-ivatloo, Saeid Javadi, Amir Reza Khodaei, Ehsan Dehnavi Market design issues of distributed generation / Jeremy Lin, Fernando H....
- 件名Distributed generation of electric power. Small power production facilities--Design and construction......stributed generation of electric power--Mathematical models.
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- 要約等... contributed chapters written by leading experts, o......ssions of the mathematical modeling and algorithmic aspects for tackling a range of space engineering applications. This boo......nterest to researchers and practitioners working in the field of space engineering.......ince it offers an in-depth exposition of the mathematical modelling, algorithmic and numerical solution aspects of the t...... the book will also be useful to aerospace engineering graduates and post-graduate students who wish to expand their knowle...... by studying real-world applications and challenges that they will enc...... profession. Readers will obtain a broad overv...
- 内容細目Advances in the Control Propellant Minimization for the Next Generation Gravity Mission (A. Anselmi ) Transition of Two-dimensional Quasi-periodic Invariant Tori in the Real-ephemeris Model of the Earth-Moon System (N. Baresi) Hypersoni......int-to-Point Travel for the Common Man (E. Mooij) Bifocal Metrology Applications in Space Engineering (F. Bresciani) A Revisited Analysis of the Radioisotope Sail and its Possible Application to Relativistic Spaceflight (L. Derosa) The ERC-Funded EXTREMA Project: Achieving Self-Driving Interplanetary CubeSats (G. Di Domenico) Data Reduction for Optimizing the Attitude Control Dispatch in a ...
- 件名Astronautics--Mathematical models Mathematical optimization Astronautique--Modèles mathématiques Optimisation mathématique
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- 要約等<p>Although we are still quite far from constructing a human-like conversational system, researchers all over the wor......d keep investigating numerous factors that make conversations between humans. In this work we focus on two such factors: humor and metaphors.Numerous research projects exist in the area of metaphor understanding and generation. We propose a unique approach to this subject, based on an observation that humans can not only properly understand and generate metaphors, but also make fun of their misunderstandings. For instance, an utterance "you have legs like a deer" can be understood as a compliment ("long and grac...
- DOI10.11517/pjsai.jsai2012.0_3p1ios2a5
- 著者標目Pawel Dybala Michal Ptaszynski Rafal Rzepka
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- 目次・記事Table of Contents List of Tables List of Figures Abbreviations Abstract Acknowledgements Chapter1:Introduct......finition of network management 1.2 Necessity of network management 1.3 Network management system and architecture 1.4......d technologies and remaining problems ...... of the dissertation 1.6 Scope of the dissertation Chapter2:Hierarchical Network Management Framework 2.1 Introducti......inition of"Hierarchical Network Management" 2.3 Necessity of"Hierarchical Network Management" 2.4 Elements of"Hierarchical Network Management" 2.5 High-level management:management policy and management task 2.6 Mid-level management:ma...
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- 要約等"Elgar Advanced Introductions are stimulating and thoughtful i......roductions to major fields in the social sciences, business and law, expertly wri...... the world's leading scholars. Designed to be accessible yet r...... offer concise and lucid surveys of the substantive and policy issues associated with discrete subject areas. Paul Webb's Advanced Introduction to Party Systems expertly draws upon major theories and concepts, existing literature, and cutting-edge empirical evidence to present an authoritative contributi...... the field of party systems. Webb rigorous......rent types of party systems that exist, the role of socio...
- 内容細目1 Defining and classifying party systems 2 The origins of party systems: Socio-political cleavages 3 New cleavages and electoral and party system change 4 Party systems and institutional constraints: The effec...... of the electoral systems 5 Party organizations and institutionalized party systems 6 Office or policy: What drives the formation of governments? 7 What is party government and does it work? 8 Party systems and political legitimacy
- NDLCA56
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- 要約等Severe accidents in Sodium Fast Reactors: Safety Study Approach, Prevention and Mitigation by Design is a unique presentation of research work from the Sodium Fast Reactor Severe Accident team at CEA. Focusing on in-core and out-core severe accident phenomena, this book analyzes severe accident scenarios and mitigation, related calculations and tools, and key outcomes from important experimental programs. The book describes the state-of-the-art on severe accident research which will help to inform and direct further pre-conceptual Generation IV SFRs. Lessons learned from the pre-conceptual phase of the French ASTRID projec...
- 内容細目Title of Book - Cover image - Title page - Table of Contents - About the cover page - Copyright ......Contributors - About the book and chapter editors - About chapter editors - Acknowledgments - Chapter 1. Introdu......ook - 1.2 Mitigation of severe accidents, a key issue for ......R - 1.3 Presentation of book co......s - 1.5 Presentation of editors and authors - Acronyms - Chapter 2. Dynamic and historical vision of severe accident approach in SFR forme......on - 2.2 SFR features: interests and importance of severe accident issues - 2.2.1 Past and current rationales for development of fast neutron reactors - 2.2.2 Advantages and d...
- 件名Sodium cooled reactors--Safety measures Sodium cooled reactors--Design and construction Nuclear accidents--Prevention Réacteurs refroidis au sodium--Sécurité--Mesures
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- 要約等This book set provides a new, global, updated, thorough, clear, and practical risk-based approach to tunnelling design and construction methods, and discusses detailed examples of solutions applied to relevant case histories. It is organized in three sequential and integrated volumes: Volume 1: Concept - Basic Principles of Design Volume 2: Cons......uipment, Tools and Materials Volume 3: Case Histories and Best Practices This book covers all aspects of tunne...... giving useful and practical information about design (Vol. 1), cons......tion (Vol. 2), and best practices (Vol. 3)......he following features and benefits: updated vi...
- 内容細目...ine C in Rome: Design and construction......tunnels, E. Romani, F.P. Di Paola, M. d'Angelo, V. Foti, M. Cervone, and L. Sidera - 2 Analysis of the subsidence and securing of the historical complex of Ca' Granda during the underpass by the TBM-EPB of the Milan underground m......Line 4, F. Venza, G. Mannella, and A. Bortolussi - 3 Analysis of the su...... by TBM-EPB excavation during the...... section of Milan Underground Line 5, F. Venza and D. Fraccaroli - 4 Design and construction aspects of Milan Underground Line 5: Passing over the Bovisa-Dateo railway tunnel, P. Galvanin and A. Socci - 5 Design and construction of an urban ...
- LCCTA805
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- 要約等...of millimeter- and terahertz-wave bands are being actively explored to increase communication system capacity and meet modern communication requiremen......s. In recent years, non-radiative dielectric (NRD) waveguide device has received a lot of attention due to low loss nature. Several NRD guide components have been reported so far without employing any optimization approaches. On the other hands, those devices are simulated numerically using 3D simulation methods and commercially available softwares result in high computational time and simulation resources ......e propose several optimal design approaches based on mosaic op...
- 一般注記application/pdf 近年の通信シ......of millimeter- and terahertz-wave bands are being actively explored to increase communication system capacity and meet modern communication requiremen......s. In recent years, non-radiative dielectric (NRD) waveguide device has received a lot of attention due to low loss nature. Several NRD guide components have been reported so far without employing any optimization approaches. On the other hands, those devices are simulated numerically using 3D simulation methods and commercially available softwares result in high computational time and simulation resources ......e propose several optimal design approaches ba...
- 著者標目TAHIR, Bashir
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- 要約等<p>Simulators play important roles in the designing of new manufacturing systems. As manufacturing systems are being created on larger and more complicated scales than ever before, it is increasingly necessary to have opportunities for several persons to design a manufacturing system ......ntly. In this case, the designers often use suitable discrete event simulators to evaluate their assigned subsystems. After the subsystems are evaluated, it is necessary to evaluate the full sys......o do this, the designers need to make the manufacturing system ......hronizing several different simulators. In such d......stributed simulation systems using discrete ev...
- DOI10.20965/ijat.2015.p0248
- 件名manufacturing system distributed simulation simulation model system integration rollback function
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- 要約等"This book provides multifaceted components and full practical perspectives of systems engineering and risk management in security and defense operations with a focus on infrastructure and manpower control systems, missile design, space technology, satellites, intercontinental ballistic missile and space security. While there are many existing selections of systems engineering and risk management textbook......is no existing work that connects systems engineering and risk management concepts to solidify its usability in the entire security and defense actions. With this book Anna Doro-on rectif......the current imbalance. She provides a comprehe...
- 内容細目The complexity of threats against national security Systems engineering and weapon systems acquisition strategy of the U.S. Department of Defense and national security System of systems engineering Mo......ern predictive analytics and big data systems engineering-- ......ples, theories and applications Defense information, communication, and space technology Fundamentals of control systems engineering Missile systems engineering-- design, guidance, and control Risk management framework of the U.S. Department of Defense and national security Mechanics of the mind under uncertainty and cognitive il......involving risk asessment in national security ...
- NDLCAU-651 A656
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- 要約等This paper presents a fusion reactor concept named “JUST (Japanese Universities’ Super Tokamak reactor)”. From the plasma confinement sy......the power generation system is evaluated in this work. JUST design has features as follows: the ......perconducting magnet, the steady state operation with high bootstrap current fraction, the easy replacement of neutron damaged first wall, the high heat flux in the divertor, and the low cost......r the center stack of toroidal field coil, we have the low aspect ratio and the 80cm thi......cting center stack. JUST is designed by using the 0-D transport code under the assumption that the energy conf...
- 件名ST reactor design superconductor steady state high beta
- 参照Conceptual design study of the moderate size superco......ducting spherical tokamak power plant Overview of spherical tokamak research in Japan Measurement of Ele...... Density Fluctuations Using O-Mode Microwave Imaging Reflectometry in a TST-2 Spherical Tokamak
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- 要約等Since many embedded applications involve intensive mathematic operations, floating-point arithmetic units (FPU) have paramount importance in embedded systems. However, previous implementations of FPU ei...... require much manual work or only support special functions (e.g. reciprocal, square root, logarithm, etc.). In this paper, we present an automatic method to synthesize general FPU by aligned partition. Based on the novel partition algorithm and the concept of grouping floating-point numb...... supports general functions of ......irreducible domain. The synthesized FPU achieves smaller area, higher frequency, and greate...
- 参照High-speed function approximation using a minimax quadratic interpolator Numerical Function Generators Using LUT Cascades Fast evaluation of the elementary functions in......le precision Near optimality of Chebyshev interpolation for elementary function computations A new range-reduction algorithm Expanding the range of converge...... of the CORDIC algorithm
- 著者標目LIANGWEI GE SONG CHEN YUICHI NAKAMURA
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- 要約等<p>A new methodology to generate instruction commands for prompt machine control as a replacement for the previously prepared numerical control (NC) programs is developed to realize an innovative intelligent machine tool. This machine tool can eliminate NC program preparation, achieve cutting ......e production lead time, and realize an autonomous distributed factory. In this ......tudy, the innovative intelligent machine tool based on the computer-aided manufacturing-computer NC integrated concept is developed. The special feature of this sy......tem is to generate instruction commands in real time for prompt machine cont...
- DOI10.20965/ijat.2019.p0373
- 件名intelligent machine tool CAM-CNC integration cutting-force simulation
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- 要約等This book provides a comprehensive study on state-of-the-art developments......e control, operation, and market participation of active buildings (ABs). Active buildings can support the broader energy syst......elligent integration of renewable-based energy technologies for heating, cooling, electricity, and transport. This important reference analyzes the key features of modern control and operation techniques applied to these systems. Contributions from an international team of experts present practical methods with evidence and case studies from applications to real-world or simulated active buildings. Sample computer codes and analyt...
- 内容細目Concept, Definition, and Review of Active Buildings as an Energy System Why active buildings? Realising the potentials of energy networked homes the social scientific pe......ective Electrical Energy Storage Devices for Active Buildings Hybrid ac/dc Electrical Systems in Active Buildings: A Power Electron......cs Perspective A modelling workflow for predic......ol in residential buildings MPC and optimal design of residential buildings with seasonal storage: A case study Control and Management of Active Buildings Operation and Control of a Population of Active Buildings at Network Level Cybersecurity Roadmap for Active Buildings Ener...
- NDLCNA266
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