General and Specific Problems of Multilevel Synthesis of Models of Monitoring Objects

Abstract

Abstract—This paper considers the general and specific problems of multilevel synthesis of models of monitoring objects. These models satisfy the needs of domain experts for model building when solving forecasting and control problems, etc. The general problem can be formulated as a single-objective multi-constrained optimization problem. A set of synthesis efficiency criteria and indicators for assessing synthesized models is proposed. The specific problems of multilevel synthesis are determined in the context of the general problem definition and in terms of the developed set of indicators.