Jinxin Xiong

IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs

Solving constrained nonlinear programs (NLPs) is of great importance in various domains such as power systems, robotics, and wireless communication networks. One widely used approach for addressing NLPs is the interior point method (IPM). The most computationally expensive procedure in IPMs is to so…