"Compatible" Fuzzy Cognitive Maps for Direct and Inverse Inference

Abstract

The questions of system factors (concepts) compatibility for various types of fuzzy cognitive maps at the analysis of direct and inverse inference are considered. The offered type of "compatible" fuzzy cognitive maps is described. These models take into account the various degree of concepts compatibility at a choice of operations for estimation of the direct and mediated influence of concepts on each other. Solution methods of the direct and inverse inference for "compatible" fuzzy cognitive maps are offered.