DocumentCode
3221339
Title
Associative aggregation functions representing different scale types
Author
Fodor, János ; Rudas, Imre J.
Author_Institution
Inst. of Intell. Eng. Syst., Budapest Tech, Budapest, Hungary
fYear
2009
fDate
26-29 Jan. 2009
Firstpage
39
Lastpage
43
Abstract
In aggregation problems different types of information items can occur. In spite of such diversity, it is possible to reinterpret them approximately in a unique formal setting by means of profiles: an extension of fuzzy set membership functions. Then the original aggregation problem can be modelled by an appropriate profile aggregation. Therefore, in this paper we concentrate on and reconsider some aggregation operators used especially in fuzzy logic. This view is based on the specific role that the same range - the closed unit interval - plays according to different interpretations. On one hand, triangular norms are capable of reflecting the closed unit interval as a negative scale, while triangular conorms interpret it as a positive scale. Both scales are unipolar. On the other hand, uninorms and nullnorms represent a bipolar scale interpretation of the same closed unit interval.
Keywords
fuzzy logic; fuzzy set theory; appropriate profile aggregation; associative aggregation functions; bipolar scale interpretation; closed unit interval; fuzzy logic; fuzzy set membership functions; negative scale; nullnorms; positive scale; triangular conorms; triangular norms; uninorms; Computational intelligence; Cybernetics; Decision theory; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Intelligent systems; Mathematics; Physics; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Cybernetics, 2009. ICCC 2009. IEEE International Conference on
Conference_Location
Palma de Mallorca
Print_ISBN
978-1-4244-5310-8
Electronic_ISBN
978-1-4244-5311-5
Type
conf
DOI
10.1109/ICCCYB.2009.5393935
Filename
5393935
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