COGNITIVE GRAPHICS TOOL BASED ON 3-SIMPLEX FOR DECISION-MAKING AND SUBSTANTIATION OF DECISIONS IN INTELLIGENT SYSTEM

摘要

Theoretical foundation of n-simplex construction which isrnused for decision-making in intelligent system and itsrnsubstantiation based on test methods of the logicalcombinatorialrnpattern recognition are given. The used wayrnfor data and knowledge representation in intelligentrnsystems, concept of regularities in the data andrnknowledge, the main revealing regularities are proposed.rnThe idea of decision-making of a membership objectrnunder study to one or another pattern on each diagnosticrntest shortly is described. Mathematical foundations ofrnmapping object under study in n-simplex are given.rnDecision-making and its substantiation based on 3-rnsimplex is described in detail. Illustrative example ofrnvisualization of data and knowledge and regularities isrnoffered. Application expediency of the visualizationrnmethod based on 3-simplex for different problem fields isrnconsidered.