DocumentCode :
304044
Title :
A numerical approach to linguistic variables and linguistic space
Author :
Liu, Chengan ; Shindhelm, Art ; Li, Dapeng ; Jin, Kun
Author_Institution :
Comput. Sci. Dept., Western Kentucky Univ., Bowling Green, KY, USA
Volume :
2
fYear :
1996
fDate :
8-11 Sep 1996
Firstpage :
954
Abstract :
The paper introduces an approach to translate linguistic variables (LV) into numerical ones without using the concept of membership. It achieves this goal in three steps: (1) arrange all the atomic terms of a LV inside the interval (0,1|; 2) put a restriction on any compound term of a LV that it can only be formed by the product of a weight vector and the standard vector of this LV; (3) use a standard matrix to describe a linguistic space (LS). Every state of a problem space corresponds to a numerical point of a LS whose numerical coordinates can be calculated by the product of its weight matrix and the standard matrix. The paper also discusses several possible applications of this approach
Keywords :
computational linguistics; formal languages; fuzzy logic; fuzzy set theory; atomic terms; compound term; fuzzy logic; fuzzy set theory; linguistic space; linguistic variables; numerical approach; numerical coordinates; problem space; standard matrix; standard vector; weight vector; Art; Computer science; Data analysis; Fuzzy logic; Humans; Natural languages; Performance analysis; Physics; Power engineering and energy; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
Type :
conf
DOI :
10.1109/FUZZY.1996.552307
Filename :
552307
Link To Document :
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