2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2026
A Relaxation Method for Nonsmooth Nonlinear Optimization with Binary Constraints
Lianghai Xiao, Yitian Qian, Shaohua Pan
We study binary optimization problems of the form \( \min_{x\in\{-1,1\}^n} f(Ax-b) \) with possibly nonsmooth loss \(f\). Following the lifted rank-one semidefinite programming (SD…
math.OC2019★ 2 cited
Stochastic Linear Complementarity Problems on Extended Second Order Cones
Sándor Zoltán Németh, Lianghai Xiao
In this paper, we study the stochastic linear complementarity problems on extended second order cones (stochastic ESOCLCP). We first convert the problem to a stochastic mixed compl…