2 papers
math.OC2026
Decomposition and Successive Decomposition Methods and Algorithms for Nonconvex Optimization
Yiqing Zhai, Ying Cui, Danny H. K. Tsang
Existing results on decomposition methods and algorithms for nonconvex problems are minimal. Parallel decomposition algorithms do not exist for nonconvex problems with coupling non…
math.OC2023
Towards Global Solutions for Nonconvex Two-Stage Stochastic Programs: A Polynomial Lower Approximation Approach
Suhan Zhong, Ying Cui, Jiawang Nie
This paper tackles the challenging problem of finding global optimal solutions for two-stage stochastic programs with continuous decision variables and nonconvex recourse functions…