A New Adaptive Universal Fuzzy Inference System with Application

Yuan Yuan Chai, Jun Chen, Wei Luo, Li Min Jia

2014

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.

Paper Citation

in Harvard Style

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 - Volume 1: FCTA, (IJCCI 2014) ISBN 978-989-758-053-6, pages 163-168. DOI: 10.5220/0005130501630168

in Bibtex Style

@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 - Volume 1: FCTA, (IJCCI 2014)},
year={2014},
pages={163-168},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005130501630168},
isbn={978-989-758-053-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Fuzzy Computation Theory and Applications - Volume 1: FCTA, (IJCCI 2014)
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