Duality and Approximation Methods for Cooperative Optimization and Control - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Duality and Approximation Methods for Cooperative Optimization and Control write by Mathias Bürger. This book was released on 2014. Duality and Approximation Methods for Cooperative Optimization and Control available in PDF, EPUB and Kindle.
Duality and Approximation Methods for Cooperative Optimization and Control
Duality and Approximation Methods for Cooperative Optimization and Control - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Duality and Approximation Methods for Cooperative Optimization and Control write by Mathias Bürger. This book was released on 2014. Duality and Approximation Methods for Cooperative Optimization and Control available in PDF, EPUB and Kindle. 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 for Nonconvex Approximation and Optimization
Duality for Nonconvex Approximation and Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Duality for Nonconvex Approximation and Optimization write by Ivan Singer. This book was released on 2007-03-12. Duality for Nonconvex Approximation and Optimization available in PDF, EPUB and Kindle. The theory of convex optimization has been constantly developing over the past 30 years. Most recently, many researchers have been studying more complicated classes of problems that still can be studied by means of convex analysis, so-called "anticonvex" and "convex-anticonvex" optimizaton problems. This manuscript contains an exhaustive presentation of the duality for these classes of problems and some of its generalization in the framework of abstract convexity. This manuscript will be of great interest for experts in this and related fields.
Cooperative and Graph Signal Processing
Cooperative and Graph Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Cooperative and Graph Signal Processing write by Petar Djuric. This book was released on 2018-07-04. Cooperative and Graph Signal Processing available in PDF, EPUB and Kindle. 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
An Index - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Index write by A. V. Balakrishnan M. Thoma. This book was released on 2013-11-21. An Index available in PDF, EPUB and Kindle.
