NLPOpt-Net: A Learning Method for Nonlinear Optimization with Feasibility Guarantees

Bimol Nath Roy, Rahul Golder, MM Faruque Hasan

Nonlinear Parametric Optimization Network (NLPOpt-Net) is an unsupervised learning architecture to solve constrained nonlinear programs (NLP). Given the structure of an NLP, it lea…