机译:在时变有向不平衡网络上执行分布式约束优化的线性收敛
Southwest Univ Coll Elect & Informat Engn Chongqing Key Lab Nonlinear Circuits & Intelligen Chongqing 400715 Peoples R China;
Chongqing Univ Sci & Technol Coll Elect & Informat Engn Chongqing 401331 Peoples R China;
Nanjing Univ Coll Chem & Chem Engn Nanjing 210046 Jiangsu Peoples R China;
stochastic processes; matrix algebra; convergence of numerical methods; convex programming; optimisation; convergence; gradient methods; minimisation; iterative methods; integrated push-sum strategy; distributed inexact gradient tracking method; uncoordinated step-sizes; constrained optimisation problems; time-varying; unbalanced networks; DPD-PD converges; performing linear convergence; distributed constrained optimisation; local convex objective functions; private local convex objective function; coupling equality constraint; local inequality constraint; optimisation problem; primal-dual push-DIGing;
机译:基于异步广播算法的不平衡指向网络分布式约束优化
机译:通用不平衡定向通信网络中分布式优化算法的收敛性分析
机译:完全分布的纳什均衡,以线性收敛速度寻求时变通信网络
机译:PANDA:随时间变化的无向图的分布式优化的双重线性收敛方法
机译:约束期望最大化(EM),动态分析,线性二次跟踪和非线性约束期望最大化(EM),用于分析遗传调控网络和信号转导网络。
机译:在大型分布式数据网络中执行自动化分布式回归分析的查询工作流设计
机译:熊猫:用于随着时间改变的无向图形的分布式优化的双线性融合方法
机译:不同优化准则下线性约束最优阵列权向量的等价性