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Authors: Yuan Yuan Chai 1 ; Jun Chen 1 ; Wei Luo 1 and Li Min Jia 2

Affiliations: 1 China Defense Science and Technology Information Center, China ; 2 Beijing Jiaotong University, China

Keyword(s): Fuzzy Inference System, Adaptive Universal Fuzzy Inference System, Choquet Integral-OWA Operator based Fuzzy Inference System, Choquet Integral-OWA Operator based Adaptive Universal Fuzzy Inference System.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Fuzzy Systems ; Learning and Adaptive Fuzzy Systems ; Neuro-Fuzzy Systems ; Soft Computing

Abstract: Through comprehensive study on existing fuzzy inference systems, this paper presents a Choquet integral-OWA operator based fuzzy inference system (AggFIS) in order to solve the traditional FIS disadvantages and its adaptive model which is named Choquet integral-OWA operator based adaptive universal fuzzy inference system (Agg-AUFIS). By considering the universal fuzzy inference operators and importance factor during reasoning process, Agg-AUFIS tries to express the essence of fuzzy logic and simulate human thinking pattern sufficiently, which could provide a new methodology for fuzzy modeling in future.

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Paper citation in several formats:
Chai, Y.; Chen, J.; Luo, W. and Jia, L. (2014). A New Adaptive Universal Fuzzy Inference System with Application. In Proceedings of the International Conference on Fuzzy Computation Theory and Applications (IJCCI 2014) - FCTA; ISBN 978-989-758-053-6, SciTePress, pages 163-168. DOI: 10.5220/0005130501630168

@conference{fcta14,
author={Yuan Yuan Chai. and Jun Chen. and Wei Luo. and Li Min Jia.},
title={A New Adaptive Universal Fuzzy Inference System with Application},
booktitle={Proceedings of the International Conference on Fuzzy Computation Theory and Applications (IJCCI 2014) - FCTA},
year={2014},
pages={163-168},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005130501630168},
isbn={978-989-758-053-6},
}

TY - CONF

JO - Proceedings of the International Conference on Fuzzy Computation Theory and Applications (IJCCI 2014) - FCTA
TI - A New Adaptive Universal Fuzzy Inference System with Application
SN - 978-989-758-053-6
AU - Chai, Y.
AU - Chen, J.
AU - Luo, W.
AU - Jia, L.
PY - 2014
SP - 163
EP - 168
DO - 10.5220/0005130501630168
PB - SciTePress

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