Online learning constrained model predictive control based on double prediction

A data-based predictive controller is proposed, offering both robust stability guarantees and online learning capabilities. To merge these two properties in a single controller, a double-prediction approach is taken. On the one hand, a safe prediction is computed using Lipschitz interpolation on the...

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Bibliographic Details
Main Authors: Manzano, JM, Muñoz de la Peña, D, Calliess, J-P, Limon, D
Format: Journal article
Language:English
Published: Wiley 2020