典型文献
Exponential Convergence of Primal-Dual Dynamical System for Linear Constrained Optimization
文献摘要：
Dear editor,
Primal-dual dynamics(PDD)and its variants are prominent first-order continuous-time algorithms to determine the primal and dual solutions of a constrained optimization problem(COP).Due to the simple structure,they have received widespread attention in various fields,such as distributed optimization[1],power systems[2],and wireless communication[3].In view of their wide applications,there are numerous theoretic studies on the convergence properties of PDD and its variants,including the exponential stability analysis[4]-[9].
文献关键词：
中图分类号：
作者姓名：
Luyao Guo;Xinli Shi;Jinde Cao
作者机构：
School of Mathematics,Southeast University,Nanjing 210096,China;School of Cyber Science&Engineering,Southeast University,Nanjing 210096,China;School of Mathematics,Frontiers Science Center for Mobile Information Communication and Security,Southeast University,Nanjing 210096;Purple Mountain Laboratories,Nanjing 211111,China;Yonsei Frontier Laboratory,Yonsei University,Seoul 03722,South Korea
文献出处：
引用格式：
[1]Luyao Guo;Xinli Shi;Jinde Cao-.Exponential Convergence of Primal-Dual Dynamical System for Linear Constrained Optimization)[J].自动化学报（英文版）,2022(04):745-748
A类：
Primal,
Primal
B类：
Exponential,Convergence,Dual,Dynamical,System,Linear,Constrained,Optimization,Dear,editor,dual,dynamics,PDD,its,variants,are,prominent,first,order,continuous,algorithms,determine,primal,solutions,constrained,optimization,problem,COP,Due,simple,structure,they,have,received,widespread,attention,various,fields,such,as,distributed,power,systems,wireless,communication,In,view,their,applications,there,numerous,theoretic,studies,convergence,properties,including,exponential,stability,analysis
AB值：
0.760211
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