锥约束优化问题的基于增广拉格朗日的方法

2025.05.21

投稿:龚惠英部门:理学院浏览次数:

活动信息

报告题目 (Title):Augmented Lagrangian-based Methods for Conic Constraint Optimization Problems (锥约束优化问题的基于增广拉格朗日的方法)

报告人 (Speaker):陈亮 副教授(湖南大学)

报告时间 (Time):2025年5月17日 (周六) 13:00

报告地点 (Place):校本部GJ303

邀请人(Inviter):徐姿 教授

主办部门:理学院数学系

报告摘要: This talk introduces some augmented Lagrangian-based methods for conic constraint optimization problems from both the computational and theoretical perspectives. We present a class of decomposition-based first-order algorithms for solving large-scale convex composite conic programming, a unified second-order augmented Lagrangian algorithm framework for nonlinear conic programming, and some recent advances in perturbation analysis of nonlinear second-order cone programming and semidefinite programming problems.