DocumentCode
2973701
Title
Sensitivity analysis using fuzzy linguistic hedges
Author
Zamali, T. ; Lazim, M.A. ; Osman, Mohamed T. A.
Author_Institution
Fac. of Comput. & Math. Sci., Univ. Teknol. MARA (UiTM) Sabah, Kota Kinabalu, Malaysia
fYear
2012
fDate
24-27 June 2012
Firstpage
669
Lastpage
672
Abstract
This paper proposed a new sensitivity analysis approach using the linguistic hedges in fuzzy environment. At the first place, the linguistic hedge was briefly described with emphasis on the two types, namely concentration and dilation. Afterwards the power of concentration or dilation was employed to represent the strength of the hedges A fully linguistic variable was used to assess the entire investigation attribute in a case study. Lastly, the power of both hedge will changed into one level up or down from the basis power for testing purposes The results show that, changing one level up or down power of the hedge cause only small variations of the performance values and the final ranking remains unchanged. Thus, it shows that our proposed approach can be utilised to derive the robust model for decision-making purposes.
Keywords
computational linguistics; decision making; fuzzy logic; sensitivity analysis; concentration; decision making; dilation; fuzzy linguistic hedges; hedge strength representation; linguistic variable; performance values; sensitivity analysis; Computational modeling; Mathematical model; Numerical models; Pragmatics; Sensitivity analysis; Solids; Waste management; fuzzy linguistic hedges; robust model; sensitivity analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Humanities, Science and Engineering Research (SHUSER), 2012 IEEE Symposium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4673-1311-7
Type
conf
DOI
10.1109/SHUSER.2012.6268902
Filename
6268902
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