论文标题
针对更改约束的优化问题的原始偶尔方法
Primal-Dual Method for Optimization Problems with Changing Constraints
论文作者
论文摘要
我们提出了一种修改的原始偶对偶，用于随着约束的变化而进行一般凸优化问题。我们为这些问题获得拉格朗日鞍点的特性，使我们能够建立所提出的方法的融合。我们描述了在不断变化的沟通拓扑和可行性问题下提出的多代理优化问题的建议的专业知识。
We propose a modified primal-dual method for general convex optimization problems with changing constraints. We obtain properties of Lagrangian saddle points for these problems which enable us to establish convergence of the proposed method. We describe specializations of the proposed approach to multi-agent optimization problems under changing communication topology and to feasibility problems.
