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Authors: Philippe Feyel 1 ; Gilles Duc 2 and Guillaume Sandou 2

Affiliations: 1 SAGEM (SAFRAN Group), France ; 2 SUPELEC Systems Sciences (E3S), France

Keyword(s): Particle Swarm Optimization, H Control, Loop-shaping.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Evolutionary Multiobjective Optimization ; Soft Computing ; Swarm/Collective Intelligence

Abstract: The H loop-shaping controllers have proven their efficiency to solve problems based on complex industrial specifications. However, the design is based on the tuning of weighting filters to reformulate all the specifications, which is a time consuming task requiring know-how and expertise. This paper deals with the use of Particle Swarm Optimization (PSO) algorithm for tuning the weighting filters. Whereas this topic has already been investigated in lots of works especially using evolutionary algorithms, we propose here to enhance the optimization process by working on the definition of a generic fitness function from a general high-level specification, and by relaxing constraints on weights structure. The developed methodology is tested using a real industrial example and leads to satisfactory results.

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Paper citation in several formats:
Feyel, P.; Duc, G. and Sandou, G. (2013). Enhancing Optimal Weight Tuning in H8 Loop-shaping Control with Particle Swarm Optimizations. In Proceedings of the 5th International Joint Conference on Computational Intelligence (IJCCI 2013) - ECTA; ISBN 978-989-8565-77-8; ISSN 2184-3236, SciTePress, pages 120-127. DOI: 10.5220/0004552801200127

@conference{ecta13,
author={Philippe Feyel. and Gilles Duc. and Guillaume Sandou.},
title={Enhancing Optimal Weight Tuning in H8 Loop-shaping Control with Particle Swarm Optimizations},
booktitle={Proceedings of the 5th International Joint Conference on Computational Intelligence (IJCCI 2013) - ECTA},
year={2013},
pages={120-127},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004552801200127},
isbn={978-989-8565-77-8},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 5th International Joint Conference on Computational Intelligence (IJCCI 2013) - ECTA
TI - Enhancing Optimal Weight Tuning in H8 Loop-shaping Control with Particle Swarm Optimizations
SN - 978-989-8565-77-8
IS - 2184-3236
AU - Feyel, P.
AU - Duc, G.
AU - Sandou, G.
PY - 2013
SP - 120
EP - 127
DO - 10.5220/0004552801200127
PB - SciTePress

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