DETERMINING ELLIPSOIDAL BASINS OF ATTRACTION OF FUZZY SYSTEMS

Carlos Ariño; Antonio Sala

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Paper

DETERMINING ELLIPSOIDAL BASINS OF ATTRACTION OF FUZZY SYSTEMS

Topics: Fuzzy Control

In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, 86-91, 2006 , Setúbal, Portugal

Authors: Carlos Ariño and Antonio Sala

Affiliation: Univ. Politécnica de Valencia, Spain

Keyword(s): Fuzzy systems, stability, LMI.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Fuzzy Control ; Fuzzy Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: This paper discusses how to obtain local stability results from a fuzzy system for which global ones cannot be obtained, basically due to infeasibility of some associated LMI problems. Two different approaches are compared: modifying the consequent models vs. setting up some relaxed LMI conditions if bounds on the memberships are known. Some examples are used to illustrate the approaches.

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Paper citation in several formats:

Ariño, C. and Sala, A. (2006). DETERMINING ELLIPSOIDAL BASINS OF ATTRACTION OF FUZZY SYSTEMS. In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO; ISBN 978-972-8865-59-7; ISSN 2184-2809, SciTePress, pages 86-91. DOI: 10.5220/0001203200860091

@conference{icinco06,
author={Carlos Ariño. and Antonio Sala.},
title={DETERMINING ELLIPSOIDAL BASINS OF ATTRACTION OF FUZZY SYSTEMS},
booktitle={Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO},
year={2006},
pages={86-91},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001203200860091},
isbn={978-972-8865-59-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO
TI - DETERMINING ELLIPSOIDAL BASINS OF ATTRACTION OF FUZZY SYSTEMS
SN - 978-972-8865-59-7
IS - 2184-2809
AU - Ariño, C.
AU - Sala, A.
PY - 2006
SP - 86
EP - 91
DO - 10.5220/0001203200860091
PB - SciTePress