Piecewise quadratic Lyapunov functions for stability verification of approximate explicit MPC

Explicit MPC of constrained linear systems is known to result in a piecewise affine controller and therefore also piecewise affine closed loop dynamics. The complexity of such analytic formulations of the control law can grow exponentially with the prediction horizon. The suboptimal solutions offer...

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Bibliographic Details
Main Authors: Morten Hovd, Sorin Olaru
Format: Article
Language:English
Published: Norwegian Society of Automatic Control 2010-04-01
Series:Modeling, Identification and Control
Subjects:
Online Access:http://www.mic-journal.no/PDF/2010/MIC-2010-2-1.pdf