Difference-of-Convex Algorithm with Extrapolation for Nonconvex, Nonsmooth Optimization Problems

In this paper, we focus on the problem of minimizing the sum of a nonconvex differentiable function and a difference of convex (DC) function, where the differentiable function is not restricted to the global Lipschitz gradient continuity assumption. This problem covers a broad range of applications...

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Veröffentlicht in:	Mathematics of operations research 2024-08, Vol.49 (3), p.1973-1985
Hauptverfasser:	Phan, Duy Nhat, Le Thi, Hoai An
Format:	Artikel
Sprache:	eng
Schlagworte:	accelerated DCA Algorithms Computer Science Convergence Critical point DC programming DCA inertial DCA Machine learning matrix completion matrix factorization Primary: 90C26, 90C30, 90C06, 65K05 Signal reconstruction
Online-Zugang:	Volltext
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