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Distributed Optimization for Smart Cyber-Physical Networks

2019 Cooperating objects (Computer systems)
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Release : 2019
Genre : Cooperating objects (Computer systems)
Kind : eBook
Book Rating : 196/5 ( reviews)

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Book Synopsis Distributed Optimization for Smart Cyber-Physical Networks by : GIUSEPPE NOTARSTEFANO;IVANO NOTARNICOLA;ANDREA CAM.

Download or read book Distributed Optimization for Smart Cyber-Physical Networks written by GIUSEPPE NOTARSTEFANO;IVANO NOTARNICOLA;ANDREA CAM.. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt: Distributed Optimization for Smart Cyber-Physical Networks provides the reader with an accessible overview of the current research and gives important pointers towards new developments. It is an excellent starting point for research and students unfamiliar with the topic.

Optimizing Control of Distributed Cyber-Physical Systems

2021-01-01 Technology & Engineering
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Release : 2021-01-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 764/5 ( reviews)

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Book Synopsis Optimizing Control of Distributed Cyber-Physical Systems by : Zonglin Liu

Download or read book Optimizing Control of Distributed Cyber-Physical Systems written by Zonglin Liu. This book was released on 2021-01-01. Available in PDF, EPUB and Kindle. Book excerpt: In this thesis, a set of modeling and control strategies are proposed for Cyberphysical systems (CPS), which aim at ensuring a safe, reliable, and highly performant operation of each local subsystem contained in the CPS. Modeling of CPS is challenging since not only must the tight interconnection of continuous and discrete dynamics of local subsystems be exactly represented, but so must also the interleaving structure between different subsystems. Optimal control of CPS, accordingly, should take into account not only the local mixed dynamics by local controller synthesis, but also the influence from other subsystems around.

Distributed Optimization for Smart Cyber-Physical Networks

2019-12-11 Technology & Engineering
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Release : 2019-12-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 189/5 ( reviews)

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Book Synopsis Distributed Optimization for Smart Cyber-Physical Networks by : Giuseppe Notarstefano

Download or read book Distributed Optimization for Smart Cyber-Physical Networks written by Giuseppe Notarstefano. This book was released on 2019-12-11. Available in PDF, EPUB and Kindle. Book excerpt: In an increasingly connected world, the term cyber-physical networks has been coined to refer to the communication among devices that is turning smart devices into smart (cooperating) systems. The distinctive feature of such systems is that significant advantage can be obtained if its interconnected, complex nature is exploited. Several challenges arising in cyber-physical networks can be stated as optimization problems. Examples are estimation, decision, learning and control applications. In cyber-physical networks, the goal is to design algorithms, based on the exchange of information among the processors, that take advantage of the aggregated computational power. Distributed Optimization for Smart Cyber-Physical Networks provides a comprehensive overview of the most common approaches used to design distributed optimization algorithms, together with the theoretical analysis of the main schemes in their basic version. It identifies and formalizes classes of problem set-ups that arise in motivating application scenarios. For each set-up, in order to give the main tools for analysis, tailored distributed algorithms in simplified cases are reviewed. Extensions and generalizations of the basic schemes are also discussed at the end of each chapter. Distributed Optimization for Smart Cyber-Physical Networks provides the reader with an accessible overview of the current research and gives important pointers towards new developments. It is an excellent starting point for research and students unfamiliar with the topic.

Distributed Optimization: Advances in Theories, Methods, and Applications

2020-08-04 Technology & Engineering
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Release : 2020-08-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 095/5 ( reviews)

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Book Synopsis Distributed Optimization: Advances in Theories, Methods, and Applications by : Huaqing Li

Download or read book Distributed Optimization: Advances in Theories, Methods, and Applications written by Huaqing Li. This book was released on 2020-08-04. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; the implementation of computation-efficient and communication-efficient strategies in the execution of distributed algorithms; and the frameworks of convergence analysis and performance evaluation. On this basis, the book then thoroughly studies 1) distributed constrained optimization and the random sleep scheme, from an agent perspective; 2) asynchronous broadcast-based algorithms, event-triggered communication, quantized communication, unbalanced directed networks, and time-varying networks, from a communication network perspective; and 3) accelerated algorithms and stochastic gradient algorithms, from an algorithm perspective. Finally, the applications of distributed optimization in large-scale statistical learning, wireless sensor networks, and for optimal energy management in smart grids are discussed.

Cyber-Physical Distributed Systems

2021-08-11 Technology & Engineering
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Release : 2021-08-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 711/5 ( reviews)

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Book Synopsis Cyber-Physical Distributed Systems by : Giovanni Sansavini

Download or read book Cyber-Physical Distributed Systems written by Giovanni Sansavini. This book was released on 2021-08-11. Available in PDF, EPUB and Kindle. Book excerpt: CYBER-PHYSICAL DISTRIBUTED SYSTEMS Gather detailed knowledge and insights into cyber-physical systems behaviors from a cutting-edge reference written by leading voices in the field In Cyber-Physical Distributed Systems: Modeling, Reliability Analysis and Applications, distinguished researchers and authors Drs. Huadong Mo, Giovanni Sansavini, and Min Xie deliver a detailed exploration of the modeling and reliability analysis of cyber physical systems through applications in infrastructure and energy and power systems. The book focuses on the integrated modeling of systems that bring together physical and cyber elements and analyzing their stochastic behaviors and reliability with a view to controlling and managing them. The book offers a comprehensive treatment on the aging process and corresponding online maintenance, network degradation, and cyber-attacks occurring in cyber-physical systems. The authors include many illustrative examples and case studies based on real-world systems and offer readers a rich set of references for further research and study. Cyber-Physical Distributed Systems covers recent advances in combinatorial models and algorithms for cyber-physical systems modeling and analysis. The book also includes: A general introduction to traditional physical/cyber systems, and the challenges, research trends, and opportunities for real cyber-physical systems applications that general readers will find interesting and useful Discussions of general modeling, assessment, verification, and optimization of industrial cyber-physical systems Explorations of stability analysis and enhancement of cyber-physical systems, including the integration of physical systems and open communication networks A detailed treatment of a system-of-systems framework for the reliability analysis and optimal maintenance of distributed systems with aging components Perfect for undergraduate and graduate students in computer science, electrical engineering, cyber security, industrial and system engineering departments, Cyber-Physical Distributed Systems will also earn a place on the bookshelves of students taking courses related to reliability, risk and control engineering from a system perspective. Reliability, safety and industrial control professionals will also benefit greatly from this book.

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