3 papers
math.OC2025
Doubly relaxed forward-Douglas--Rachford splitting for the sum of two nonconvex and a DC function
Minh N. Dao, Tan Nhat Pham, Phan Thanh Tung
In this paper, we consider a class of structured nonconvex nonsmooth optimization problems whose objective function is the sum of three nonconvex functions, one of which is express…
math.OC2025
A proximal splitting algorithm for generalized DC programming with applications in signal recovery
Tan Nhat Pham, Minh N. Dao, Nima Amjady +1
The difference-of-convex (DC) program is an important model in nonconvex optimization due to its structure, which encompasses a wide range of practical applications. In this paper,…
math.OC2024
Bregman Proximal Linearized ADMM for Minimizing Separable Sums Coupled by a Difference of Functions
Tan Nhat Pham, Minh N. Dao, Andrew Eberhard +1
In this paper, we develop a splitting algorithm incorporating Bregman distances to solve a broad class of linearly constrained composite optimization problems, whose objective func…