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math.OC2026
Distributed Nonlinear Equality-Constrained Optimization via Feedback Linearization and Singular Perturbation
Zihao Ren, Lei Wang, Hongye Su +1
Distributed optimization becomes particularly challenging when nonconvex objectives are combined with nonlinear equality constraints: feasibility is network coupled, while most exi…
math.OC2024
Distributed Least-Squares Optimization Solvers with Differential Privacy
Weijia Liu, Lei Wang, Fanghong Guo +2
This paper studies the distributed least-squares optimization problem with differential privacy requirement of local cost functions, for which two differentially private distribute…