Data-Driven Optimization Framework for Nonlinear Model Predictive Control

The structure of the optimization procedure may affect the control quality of nonlinear model predictive control (MPC). In this paper, a data-driven optimization framework for nonlinear MPC is proposed, where the linguistic model is employed as the prediction model. The linguistic model consists of...

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Bibliographic Details
Main Authors: Shiliang Zhang, Hui Cao, Yanbin Zhang, Lixin Jia, Zonglin Ye, Xiali Hei
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2017/9402684