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Towards learning-enhanced solvers for multi-parametric optimization

Teichrib, Dieter et al.
arXiv (All) · Papers
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optimization-and-controlsystems-and-control
Neural networks (NNs) have been employed in various ways to accelerate the solution of multi-parametric optimization problems (OPs), which prominently arise in model predictive control (MPC). Early approaches focused on approximating the parametric solution (e.g., the optimal control law) directly b
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