loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: J. M. Herrero ; X. Blasco ; M. Martínez and J. Sanchis

Affiliation: Universidad Politécnica de Valencia, Spain

ISBN: 978-989-674-014-6

Keyword(s): Multiobjective optimization, Evolutionary algorithms, Predictive control.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolution Strategies ; Evolutionary Computing ; Evolutionary Multiobjective Optimization ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: In this article a procedure to tune robust Generalized Predictive Controllers (GPC) is presented. To tune the controller parameters a multiobjective optimization problem is formulated so the designer can consider conflicting objectives simultaneously without establishing any prior preference. Moreover model uncertainty, represented by a list of possible models, is considered. The multiobjective problem is solved with a specific Evolutionary Algorithm (ev-MOGA). Finally, an application to a non-linear thermal process is presented to illustrate the technique.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 100.26.176.182

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
M. Herrero J.; Blasco X.; Martínez M.; Sanchis J. and (2009). MULTIOBJECTIVE TUNING OF ROBUST GPC CONTROLLERS USING EVOLUTIONARY ALGORITHMS.In Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICEC, (IJCCI 2009) ISBN 978-989-674-014-6, pages 263-268. DOI: 10.5220/0002269102630268

@conference{icec09,
author={J. {M. Herrero} and X. Blasco and M. Martínez and J. Sanchis},
title={MULTIOBJECTIVE TUNING OF ROBUST GPC CONTROLLERS USING EVOLUTIONARY ALGORITHMS},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICEC, (IJCCI 2009)},
year={2009},
pages={263-268},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002269102630268},
isbn={978-989-674-014-6},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICEC, (IJCCI 2009)
TI - MULTIOBJECTIVE TUNING OF ROBUST GPC CONTROLLERS USING EVOLUTIONARY ALGORITHMS
SN - 978-989-674-014-6
AU - M. Herrero, J.
AU - Blasco, X.
AU - Martínez, M.
AU - Sanchis, J.
PY - 2009
SP - 263
EP - 268
DO - 10.5220/0002269102630268

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.