04629nam 22005895 450 99641826400331620200804200515.0981-15-6109-510.1007/978-981-15-6109-2(CKB)4100000011372937(DE-He213)978-981-15-6109-2(MiAaPQ)EBC6280388(PPN)250213508(EXLCZ)99410000001137293720200804d2020 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierDistributed Optimization: Advances in Theories, Methods, and Applications[electronic resource] /by Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao, Tingwen Huang1st ed. 2020.Singapore :Springer Singapore :Imprint: Springer,2020.1 online resource (XVIII, 243 p. 64 illus., 42 illus. in color.) 981-15-6108-7 Introduction -- Convergence of Distributed Accelerated Algorithm over Unbalanced Directed Networks -- Geometrical Convergence Rate for Distributed Optimization with Time-Varying Directed Graphs and Uncoordinated Step-Sizes -- Distributed Constrained Optimization over Unbalanced Directed Networks Using Asynchronous Broadcast-Based Algorithm -- Distributed Consensus Optimization in Multi-Agent Networks with Time-Varying Directed Topologies and Quantized Communication -- Event-Triggered Communication and Data Rate Constraint for Distributed Optimization of Multi-Agent Systems -- Random Sleep Scheme Based Distributed Optimization Algorithm over Unbalanced Time-Varying Networks -- Edge-Based Stochastic Gradient Algorithm for Distributed Optimization -- Distributed Robust Algorithm for Economic Dispatch in Smart Grids over General Unbalanced Directed Networks -- Distributed Event-Triggered Scheme for Economic Dispatch in Power Systems with Uncoordinated Step-Sizes.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.Control engineeringMathematical optimizationComputersControl and Systems Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/T19010Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Information Systems and Communication Servicehttps://scigraph.springernature.com/ontologies/product-market-codes/I18008Control engineering.Mathematical optimization.Computers.Control and Systems Theory.Optimization.Information Systems and Communication Service.519.3Li Huaqingauthttp://id.loc.gov/vocabulary/relators/aut1015111Lü Qingguoauthttp://id.loc.gov/vocabulary/relators/autWang Zhengauthttp://id.loc.gov/vocabulary/relators/autLiao Xiaofengauthttp://id.loc.gov/vocabulary/relators/autHuang Tingwenauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK996418264003316Distributed Optimization: Advances in Theories, Methods, and Applications2368786UNISA01319nam 2200313Ia 450 99638842110331620221108105225.0(CKB)1000000000634326(EEBO)2240864943(OCoLC)10594534(EXLCZ)99100000000063432619840404d1642 uy |engurbn||||a|bb|A true relation of the present estate of Ireland[electronic resource] in a letter written from one Master Peters in Dublin to one Sir Robert Iones a knight, resident in the citie of London which came to him the 17 of February, Anno Dom. 1642 : as also the flight from thence upon the coming of Captaine Pollard and some Scotch regiments against them, with the losse of the towne and all their ammunition to our English forces /by R.PLondon Printed for W. Wright16426 pSigned at end: John Peters.Reproduction of original in the Harvard University Library.eebo-0062IrelandHistoryRebellion of 1641Peters John17th cent.1009313UMIUMIWaOLNBOOK996388421103316A true relation of the present estate of Ireland2330400UNISA