Hoang T. Nguyen

FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees

Efficiently solving constrained optimization problems is crucial for numerous real-world applications, yet traditional solvers are often computationally prohibitive for real-time use. Machine learning-based approaches have emerged as a promising alternative to provide approximate solutions at faster…