Alexander B. Stolbov, Anna A. Lempert, Alexander I. Pavlov

Matrosov Institute for System Dynamics and Control Theory Siberian Branch of the Russian Academy of Sciences

The article considers the problems of automation and intellectual support of the mathematical and simulation modeling process of complex objects via a combination of component-based and ontological approaches. As the main application area for the discussed methods and tools, it is proposed to use the integrated environmental modeling domain. In this context, modern approaches to the automation of component-based modeling are considered. To couple model components into a final complex model, the developer needs not only to ensure formal agreement with the standards of the modeling framework but also to take into account various types of semantic and syntactic heterogeneity of components. In this regard, the classification of the integration types for complex modeling is carried out, the related implementation features in the author's platform for creating knowledge-based systems are discussed. The hydrologicalecological balance model is considered an illustrative example.

component-based modeling, coupling problems, scenario analysis, ontologies, knowledgebased systems