math.OC · 2026-05-25 · No. 9
Optimization and Control, 2026-05-25.
1 new papers in math.OC. Titles, authors,
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01 — The papers
1 entries-
01
RA-DCA: A Randomized Active-Set DCA for Directional Stationarity in Max-Structured DC Programs
Yi-Shuai Niu
math.OC · cs.AI · math.NA
We study nonsmooth difference-of-convex programs whose subtracted convex term is a finite maximum of smooth convex functions. In this setting, standard DCA iterations may converge to critical points that are not directionally stationary, whereas exact active-vertex screening can be expensive when active sets are large or combinatorial. We propose RA-DCA, a vertex-first randomized active-set DCA that projects active gradients onto sampled...
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