Progresses in Computational Algorithms for Convex and Nonconvex Optimization
Speaker: Professor Yinyu Ye, Stanford University
Time: 9h30, Tuesday, 23 August 2022
Location: Room 617, A6, Institute of Mathematics, VAST
Abstract: We describe a few recent progresses on solving convex and nonconvex optimization problems. They include an interior-point method based on ADMM for solving its subproblem; a homogeneous and dual-scaling algorithm for semidefinite programming, and a dimension-reduced trust-region method for unconstrained optimization.


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