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math.OC2023
On the structure of optimal solutions in a mathematical programming problem in a convex space
Alexey Piunovskiy, Yi Zhang
We consider an optimization problem in a convex space with an affine objective function, subject to constraints in the forms of inequalities on some other affine functions,…
math.OC2023
An Inexact Proximal Linearized DC Algorithm with Provably Terminating Inner Loop
Yi Zhang, Isao Yamada
Standard approaches to difference-of-convex (DC) programs require exact solution to a convex subproblem at each iteration, which generally requires noiseless computation and infini…