most citedReal-Time Machine-Learning-Based Optimization Using Input Convex Long Short-Term Memory Network

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math.OC2024

Fast Explicit Machine Learning-Based Model Predictive Control of Nonlinear Processes Using Input Convex Neural Networks

Wenlong Wang, Haohao Zhang, Yujia Wang +2

Explicit machine learning-based model predictive control (explicit ML-MPC) has been developed to reduce the real-time computational demands of traditional ML-MPC. However, the eval…