DocumentCode :
2254445
Title :
Generalized addition and scalar multiplication operations on Liu´s generalized intuitionistic fuzzy numbers
Author :
Liu, Hsiang-chuan
Author_Institution :
Dept. of Bioinf., Asia Univ., Wufeng, Taiwan
Volume :
5
fYear :
2010
fDate :
11-14 July 2010
Firstpage :
2736
Lastpage :
2741
Abstract :
Liu´s generalized intuitionistic fuzzy number (L-GIFN) was proposed by author´s previous work, in which, we know that if the value of extension index L equals zero, then L-GIFN is just Atanassov´s intuitionistic fuzzy number (A-IFN). However, both of Atanassov´s addition operation and scalar multiplication operation can only be used for the set of all L-GIFNs with the value of extension index zero or one, but not for other sets of all L-GIFNs with different values of extension index L. In this paper, a generalized addition operation and a scalar multiplication operation are proposed. Both of them can be used for all kinds of set of L-GIFNs with different values of extension index L. On the other hand, it is proved that Liu´s partial order is order-preserving not only for Atanassov´s addition operation and scalar multiplication operation but also for these two new operations, which can be used for constructing an ordered poset of Liu´s generalized intuitionistic fuzzy numbers to handle intuitionistic fuzzy multi-criteria fuzzy decision making problems.
Keywords :
decision making; fuzzy logic; fuzzy set theory; A-IFN; Atanassov´s addition operation; Atanassov´s intuitionistic fuzzy number; L-GIFN; Liu´s generalized intuitionistic fuzzy numbers; Liu´s partial order; extension index zero; generalized addition multiplication operations; generalized addition operation; intuitionistic fuzzy multicriteria fuzzy decision making problems; scalar multiplication operations; Cybernetics; Decision making; Equations; Finite element methods; Fuzzy sets; Indexes; Machine learning; Generalized addition operation; Generalized intuitionistic fuzzy number; Generalized scalar multiplication operation; Intuitionistic fuzzy number; Operation-invariant partial order;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
Type :
conf
DOI :
10.1109/ICMLC.2010.5580946
Filename :
5580946
Link To Document :
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