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Performance Guarantees for Multiobjective Model Predictive Control

Title data

Grüne, Lars ; Stieler, Marleen:
Performance Guarantees for Multiobjective Model Predictive Control.
In: Proceedings of the 2017 IEEE 56th Annual Conference on Decision and Control (CDC). - Melbourne, Australia , 2017 . - pp. 5545-5550
ISBN 978-1-5090-2873-3
DOI: https://doi.org/10.1109/CDC.2017.8264482

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Project information

Project title:
Project's official titleProject's id
DFG-Project "Performance Analysis for Distributed and Multiobjective Model Predictive Control"GR1569/13-1

Project financing: Deutsche Forschungsgemeinschaft

Abstract in another language

We consider model predictive control with terminal conditions for discrete-time multiobjective optimal control problems for classical and economic stage costs. In this paper it is demonstrated that choosing an appropriate solution to the multiobjective optimization problem in each step of the MPC algorithm yields a near Pareto-optimal infinite-horizon performance of the MPC feedback for each cost criterion.

Further data

Item Type: Article in a book
Related institutions (e.g. sponsor, organisator): Institute of Electrical and Electronics Engineers (IEEE)
Refereed: Yes
Keywords: Predictive control for nonlinear systems; Cooperative control; Optimization
Institutions of the University: Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics)
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics) > Chair Mathematics V (Applied Mathematics) - Univ.-Prof. Dr. Lars Grüne)
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Professorship Applied Mathematics (Applied Mathematics)
Profile Fields
Profile Fields > Advanced Fields
Profile Fields > Advanced Fields > Nonlinear Dynamics
Research Institutions > Research Centres > Forschungszentrum für Modellbildung und Simulation (MODUS)
Research Institutions
Research Institutions > Research Centres
Result of work at the UBT: Yes
DDC Subjects: 500 Science > 510 Mathematics
Date Deposited: 25 Jan 2018 07:13
Last Modified: 25 Jan 2018 07:13
URI: https://eref.uni-bayreuth.de/id/eprint/42128

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