Discussion on Fuzzy Decision Making Based on Fuzzy Number and Compositional Rule of Inference
Yugoslav journal of operations research, Tome 25 (2015) no. 2, p. 271
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This paper provides an improved decision making approach based on fuzzy
numbers and the compositional rule of inference by Yao and Yao (2001). They claimed
to have created a new method that combines statistical methods and fuzzy theory for
medical diagnosis. Currently, numerous papers have cited that work. In this study, we
show that if we follow their matrix multiplication operation approach, we will obtain the
same result as the original method proposed by Klir and Yuan (1995). Owing to a well-
known property of (row) stochastic matrices, if the multiplication is closed, the fuzzy and
defuzzy procedure of Yao and Yao (2001) is redundant. Therefore, we advise researchers
to think twice before applying this approach to medical diagnosis.
Classification :
62C86, 90B50
Keywords: Fuzzy decision making, Fuzzy number, Medical diagnosis, Interval estimate.
Keywords: Fuzzy decision making, Fuzzy number, Medical diagnosis, Interval estimate.
@article{YJOR_2015_25_2_a5,
author = {Ping-Teng Chang and Lung-Ting Hung},
title = {Discussion on {Fuzzy} {Decision} {Making} {Based} on {Fuzzy} {Number} and {Compositional} {Rule} of {Inference}},
journal = {Yugoslav journal of operations research},
pages = {271 },
year = {2015},
volume = {25},
number = {2},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2015_25_2_a5/}
}
TY - JOUR AU - Ping-Teng Chang AU - Lung-Ting Hung TI - Discussion on Fuzzy Decision Making Based on Fuzzy Number and Compositional Rule of Inference JO - Yugoslav journal of operations research PY - 2015 SP - 271 VL - 25 IS - 2 UR - http://geodesic.mathdoc.fr/item/YJOR_2015_25_2_a5/ LA - en ID - YJOR_2015_25_2_a5 ER -
%0 Journal Article %A Ping-Teng Chang %A Lung-Ting Hung %T Discussion on Fuzzy Decision Making Based on Fuzzy Number and Compositional Rule of Inference %J Yugoslav journal of operations research %D 2015 %P 271 %V 25 %N 2 %U http://geodesic.mathdoc.fr/item/YJOR_2015_25_2_a5/ %G en %F YJOR_2015_25_2_a5
Ping-Teng Chang; Lung-Ting Hung. Discussion on Fuzzy Decision Making Based on Fuzzy Number and Compositional Rule of Inference. Yugoslav journal of operations research, Tome 25 (2015) no. 2, p. 271 . http://geodesic.mathdoc.fr/item/YJOR_2015_25_2_a5/