LEADER 04629nam 22005895 450 001 996418264003316 005 20200804200515.0 010 $a981-15-6109-5 024 7 $a10.1007/978-981-15-6109-2 035 $a(CKB)4100000011372937 035 $a(DE-He213)978-981-15-6109-2 035 $a(MiAaPQ)EBC6280388 035 $a(PPN)250213508 035 $a(EXLCZ)994100000011372937 100 $a20200804d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDistributed Optimization: Advances in Theories, Methods, and Applications$b[electronic resource] /$fby Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao, Tingwen Huang 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (XVIII, 243 p. 64 illus., 42 illus. in color.) 311 $a981-15-6108-7 327 $aIntroduction -- 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. 330 $aThis 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. 606 $aControl engineering 606 $aMathematical optimization 606 $aComputers 606 $aControl and Systems Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/T19010 606 $aOptimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26008 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 615 0$aControl engineering. 615 0$aMathematical optimization. 615 0$aComputers. 615 14$aControl and Systems Theory. 615 24$aOptimization. 615 24$aInformation Systems and Communication Service. 676 $a519.3 700 $aLi$b Huaqing$4aut$4http://id.loc.gov/vocabulary/relators/aut$01015111 702 $aLü$b Qingguo$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aWang$b Zheng$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aLiao$b Xiaofeng$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aHuang$b Tingwen$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418264003316 996 $aDistributed Optimization: Advances in Theories, Methods, and Applications$92368786 997 $aUNISA LEADER 00892cam a2200241 a 4500 001 991001709579707536 005 20120402152740.0 008 120514s2011 it a b 000 0 ita d 010 $a2011437945 020 $a9788856844764 035 $ab14057244-39ule_inst 040 $aDip.to SSC$bita 100 1 $aPagano, Umberto$0283140 245 12$aL'uomo senza tempo :$briflessioni sociologiche sulla temporalitáa nell'epoca dell'accelerazione /$cUmberto Pagano 260 $aMilano, Italy :$bFrancoAngeli,$cc2011 300 $a122 p. :$bill. ;$c23 cm. 490 0 $aSociologia ;$v710 907 $a.b14057244$b02-04-14$c14-05-12 912 $a991001709579707536 945 $aLE021 SOC III 084$g1$i2021000190094$lle021$o-$pE15.00$q-$rl$s- $t0$u0$v0$w0$x0$y.i15410316$z16-05-12 996 $aUomo senza tempo$9238654 997 $aUNISALENTO 998 $ale021$b14-05-12$cm$da $e-$fita$git $h2$i0 LEADER 01180nam0 22002651i 450 001 UON00054254 005 20231205102239.866 100 $a20020107f |0itac50 ba 101 $adut$aJAV 102 $aNL 105 $a||||e ||||| 200 1 $aJavaans-Nederlands, Nederlands-Javaans handwoordenboek$fTh. 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