Title :
Numerical characteristics for average value of fuzzy variables
Author :
Zhang, Chun-qin ; Liu, Ying ; Wang, Peng
Author_Institution :
Coll. of Math. & Comput. Sci., Hebei Univ., Baoding, China
Abstract :
The numerical characteristics for average value of random variables play an extremely important role in the theory of probability. But, at present, the researches about them only focus on probability measure (additive measure) space. This paper explores the numerical characteristics for average value on a kind of non-additive measure space-credibility space, which is wider than probability space. The expected value and variance for average value of fuzzy variables will be given on credibility space.
Keywords :
fuzzy set theory; numerical analysis; probability; additive measure; fuzzy variables; non-additive measure space-credibility space; numerical characteristics; probability measure space; theory of probability; Artificial neural networks; Chromium; Cybernetics; Extraterrestrial measurements; Machine learning; Presses; Uncertainty; Credibility measure; Expected value and variance; Fuzzy variables; Independent and identically distributed;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580540
