An accelerated proximal PRS-SQP algorithm with dual ascent-descent procedures for smooth composite optimization

Jiachen Jin, Guodong Ma, Jinbao Jian

Conventional wisdom in composite optimization suggests augmented Lagrangian dual ascent (ALDA) in Peaceman-Rachford splitting (PRS) methods for dual feasibility. However, ALDA may…