Successive convex optimization for transformer encoder model predictive control

Xingxiao Chen, Mark Cannon

We propose a data-driven Model Predictive Control (MPC) framework that employs a transformer encoder to generate multi-step predictions. To handle the nonconvex attention mechanism…