Mathematical Fundamentals of Constructing Fuzzy Bayesian Inference Techniques |
| |
Authors: | O V Verevka I N Parasyuk |
| |
Affiliation: | (1) Cybernetics Institute, National Academy of Sciences of Ukraine, Kiev, Ukraine |
| |
Abstract: | Problems and an associated technique for developing a Bayesian approach to decision-making in the case of fuzzy data are presented. The concept of fuzzy and pseudofuzzy quantities is introduced and main operations with pseudofuzzy quantities are considered. The basic relationships and the principal concepts of the Bayesian decision procedure based on the modus-ponens rule are proposed. Some problems concerned with the practical realization of the fuzzy Bayesian method are considered. |
| |
Keywords: | Bayesian inference technique fuzzy data decision-making modus-ponens rule |
本文献已被 SpringerLink 等数据库收录! |