Probability propagation in fuzzy Bayesian belief networks with nondeterministic states |
| |
Authors: | O. V. Verovka I. N. Parasyuk |
| |
Affiliation: | (1) V. M. Glushkov Cybernetics Institute, National Academy of Sciences of Ukraine, Kiev, Ukraine |
| |
Abstract: | The conceptual basis of fuzzy Bayesian belief networks with nondeterministic states is considered. The concept of a fuzzy probability estimate as a fuzzy relation of special type is introduced and its geometrical interpretation is given. Functional transformations of fuzzy probability estimates are defined and a multidimensional linear interpolation procedure is developed. Fundamental aspects of information distribution in fuzzy Bayesian belief networks with nondeterministic states are considered. Translated from Kibernetika i Sistemnyi Analiz, No. 6, pp. 153–169, November–December 2008. |
| |
Keywords: | Bayesian network nondeterministic state fuzzy probability estimate probability propagation fuzzy linear interpolation |
本文献已被 SpringerLink 等数据库收录! |