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Second-Order Consensus of Continuous-Time Multi-Agent Systems focuses on the characteristics and features of second-order agents, communication networks, and control protocols/algorithms in continuous consensus of multi-agent systems. The book provides readers with background on consensus control of multi-agent systems and introduces the intrinsic characteristics of second-order agents’ behavior, including the development of continuous control protocols/algorithms over various types of underlying communication networks, as well as the implementation of computation- and communication-efficient strategies in the execution of protocols/algorithms. The book's authors also provide coverage of t...
This is an open access book.ICEM started in 2016, ICEM 2016-2022 is to bring together innovative academics and industrial experts in the field of Engineering Management to a common forum. And we achieved the primary goal which is to promote research and developmental activities in Engineering Management, and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. 2023 8th International Conference on Engineering Management (ICEM 2023) will be held on September 8-10, 2023 in Wuhan, China. Except that, ICEM 2023 is to bring together innovative academics and industrial experts in the field...
This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learning). Readers may be particularly interested in the sections on consensus protocols, optimization skills, accelerated mechanisms, event-triggered strategies, variance-reduction communication techniques, etc., in connection with distributed optimization in various networked systems. This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike.
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, th...
Decentralized algorithms are useful for solving large-scale complex optimization problems, which not only alleviate the single-point resource bottleneck problem of centralized algorithms, but also possess higher scalability. Decentralized Optimization in Networks: Algorithmic Efficiency and Privacy Preservation provides the reader with theoretical foundations, practical guidance, and problem-solving approaches to decentralized optimization. It teaches how to apply decentralized optimization algorithms to improve optimization efficiency (communication efficiency, computational efficiency, fast convergence), solve large-scale problems (training for large-scale datasets), achieve privacy preser...
Police officer Lu Xiaochuan was involved in a strange skinning case when he followed his father to the north. Only when the facts of the case gradually became clear did the crowd realize that this was only the beginning of an ancient mystery ... A book, sixteen cases, showing you the deepest darkness of human nature, making you understand the other side of the world that few people know about.
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