2 papers
math.OC2025
Research on the descent direction of prediction correction algorithms for pseudo-convex/convex optimization problems
Ting Li, Deren Han, Tanxing Wang +1
Prediction-correction algorithms are a highly effective class of methods for solving pseudo-convex optimization problems. The descent direction of these algorithms can be viewed as…
math.OC2025
The Güler-type acceleration for proximal gradient, linearized augmented Lagrangian and linearized alternating direction method of multipliers
Bin Zhou, Liusheng Hou, Xingju Cai +1
In this paper, we introduce the Güler-type acceleration technique and utilize it to propose three acceleration algorithms: the Güler-type accelerated proximal gradient method (GP…