Duality And Approximation Methods For Cooperative Optimization And Control
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Duality And Approximation Methods For Cooperative Optimization And Control
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Author : Mathias Bürger
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date : 2014
Duality And Approximation Methods For Cooperative Optimization And Control written by Mathias Bürger and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Mathematics categories.
This thesis investigates the role of duality and the use of approximation methods in cooperative optimization and control. Concerning cooperative optimization, a general algorithm for convex optimization in networks with asynchronous communication is presented. Based on the idea of polyhedral approximations, a family of distributed algorithms is developed to solve a variety of distributed decision problems, ranging from semi-definite and robust optimization problems up to distributed model predictive control. Optimization theory, and in particular duality theory, are shown to be central elements also in cooperative control. This thesis establishes an intimate relation between passivity-based cooperative control and network optimization theory. The presented results provide a complete duality theory for passivity-based cooperative control and lead the way to novel analysis tools for complex dynamic phenomena. In this way, this thesis presents theoretical insights and algorithmic approaches for cooperative optimization and control, and emphasizes the role of convexity and duality in this field.
Duality And Approximation Methods For Cooperative Optimization And Control
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Author : Mathias Bürger
language : en
Publisher:
Release Date : 2014
Duality And Approximation Methods For Cooperative Optimization And Control written by Mathias Bürger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Cooperative And Graph Signal Processing
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Author : Petar Djuric
language : en
Publisher: Academic Press
Release Date : 2018-07-04
Cooperative And Graph Signal Processing written by Petar Djuric and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-04 with Computers categories.
Cooperative and Graph Signal Processing: Principles and Applications presents the fundamentals of signal processing over networks and the latest advances in graph signal processing. A range of key concepts are clearly explained, including learning, adaptation, optimization, control, inference and machine learning. Building on the principles of these areas, the book then shows how they are relevant to understanding distributed communication, networking and sensing and social networks. Finally, the book shows how the principles are applied to a range of applications, such as Big data, Media and video, Smart grids, Internet of Things, Wireless health and Neuroscience. With this book readers will learn the basics of adaptation and learning in networks, the essentials of detection, estimation and filtering, Bayesian inference in networks, optimization and control, machine learning, signal processing on graphs, signal processing for distributed communication, social networks from the perspective of flow of information, and how to apply signal processing methods in distributed settings. - Presents the first book on cooperative signal processing and graph signal processing - Provides a range of applications and application areas that are thoroughly covered - Includes an editor in chief and associate editor from the IEEE Transactions on Signal Processing and Information Processing over Networks who have recruited top contributors for the book
An Index
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Author : A. V. Balakrishnan M. Thoma
language : en
Publisher: Springer
Release Date : 2013-11-21
An Index written by A. V. Balakrishnan M. Thoma and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-21 with Science categories.
Convex Optimization In Signal Processing And Communications
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Author : Daniel P. Palomar
language : en
Publisher: Cambridge University Press
Release Date : 2010
Convex Optimization In Signal Processing And Communications written by Daniel P. Palomar and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Computers categories.
Leading experts provide the theoretical underpinnings of the subject plus tutorials on a wide range of applications, from automatic code generation to robust broadband beamforming. Emphasis on cutting-edge research and formulating problems in convex form make this an ideal textbook for advanced graduate courses and a useful self-study guide.
Decentralized Optimization In Networks
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Author : Qingguo Lü,
language : en
Publisher: Morgan Kaufmann
Release Date : 2025-08-01
Decentralized Optimization In Networks written by Qingguo Lü, and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-01 with Computers categories.
Decentralized Optimization in Networks: Algorithmic Efficiency and Privacy Preservation provides the reader with theoretical foundations, practical guidance, and solutions to decentralized optimization problems. The book demonstrates the application of decentralized optimization algorithms to enhance communication and computational efficiency, solve large-scale datasets, maintain privacy preservation, and address challenges in complex decentralized networks. The book covers key topics such as event-triggered communication, random link failures, zeroth-order gradients, variance-reduction, Polyak's projection, stochastic gradient, random sleep, and differential privacy. It also includes simulations and practical examples to illustrate the algorithms' effectiveness and applicability in real-world scenarios. - Introduces the latest and advanced algorithms in decentralized optimization of networked control systems - Proposes effective strategies for efficient execution and privacy preservation in the development of decentralized optimization algorithms - Constructs the frameworks of convergence and complexity analysis, privacy, security proof, and performance evaluation - Includes systematic detailed implementations on how decentralized optimization algorithms solve the problems in real world systems: smart grid systems, online learning systems, wireless sensor systems, etc. - Helps readers develop their own novel, decentralized optimization algorithms
Proceedings Of The First Asian Control Conference Tokyo Metropolitan Institute Of Technology Tokyo July 27 30 1994
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Author :
language : en
Publisher:
Release Date : 1994
Proceedings Of The First Asian Control Conference Tokyo Metropolitan Institute Of Technology Tokyo July 27 30 1994 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Automatic control categories.
Wireless Algorithms Systems And Applications
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Author : Yu Cheng
language : en
Publisher: Springer
Release Date : 2011-08-23
Wireless Algorithms Systems And Applications written by Yu Cheng and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-23 with Computers categories.
This book constitutes the refereed proceedings of the 6th Annual International Conference on Wireless Algorithms, Systems, and Applications, WASA 2011, held in Chengdu, China, in August 2011. The 26 revised full papers and 13 invited papers presented were carefully reviewed and selected from numerous submissions. The papers address all current trends, challenges, and state of the art solutions related to various issues in wireless networks. Topics of interests include, but not limited to, effective and efficient state-of-the-art algorithm design and analysis, reliable and secure system development and implementations, experimental study and test bed validation, and new application exploration in wireless networks.
Distributed Model Predictive Control Made Easy
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Author : José M. Maestre
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-10
Distributed Model Predictive Control Made Easy written by José M. Maestre and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-10 with Technology & Engineering categories.
The rapid evolution of computer science, communication, and information technology has enabled the application of control techniques to systems beyond the possibilities of control theory just a decade ago. Critical infrastructures such as electricity, water, traffic and intermodal transport networks are now in the scope of control engineers. The sheer size of such large-scale systems requires the adoption of advanced distributed control approaches. Distributed model predictive control (MPC) is one of the promising control methodologies for control of such systems. This book provides a state-of-the-art overview of distributed MPC approaches, while at the same time making clear directions of research that deserve more attention. The core and rationale of 35 approaches are carefully explained. Moreover, detailed step-by-step algorithmic descriptions of each approach are provided. These features make the book a comprehensive guide both for those seeking an introduction to distributed MPC as well as for those who want to gain a deeper insight in the wide range of distributed MPC techniques available.
Activities In Navigation
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Author : Adam Weintrit
language : en
Publisher: CRC Press
Release Date : 2015-06-03
Activities In Navigation written by Adam Weintrit and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-03 with Technology & Engineering categories.
The monograph Marine Navigation and Safety of Sea Transportation, Information, Communication and Environment, is addressed to scientists and professionals in order to share their experience, expert knowledge and research results, concerning all aspects of navigation and sea transportation.The focus of monograph is high-quality, scholarly research that addresses development, application and implications, in the field of maritime education, maritime safety management, maritime policy sciences, maritime industries, marine environment and energy technology. Subjects of papers include electronics, astronomy, mathematics, cartography, command and control, psychology, operational research, risk analysis, theoretical physics, operation in hostile environments, instrumentation, ergonomics, financial planning and law. Also of interest are logistics, transport and mobility. The monograph provides a forum for transportation researchers, engineers, navigators, ergonomists, and policy-makers with an interest in maritime researches.From contemporary issues to the scientific, technological, political, economic, cultural and social aspects of maritime shipping, transportation and navigation, the monograph publishes innovative, interdisciplinary and multidisciplinary research on marine navigation subjects and is set to become the leading international scholarly journal specialising in debate and discussion on maritime subjects. The monograph is especially concerned to set maritime studies in a broad international and comparative context.