Experience of Intellectualization of Situational Modeling Methods for Discrete Time-Varying Spatial Objects

• Published in: Automation and remote control Vol. 83; no. 6; pp. 946 - 959
• Main Author: Fridman, A. Ya
• Format: Journal Article
• Language: English
• Published: Moscow Pleiades Publishing 01.06.2022; Springer Nature B.V
• Subjects: Artificial intelligence; CAE) and Design; Calculus of Variations and Optimal Control; Optimization; Computer-Aided Engineering (CAD; Control; Decision making; Dynamical systems; Mathematics; Mathematics and Statistics; Mechanical Engineering; Mechatronics; Modelling; Robotics; Systems Theory; Thematic Issue; structural synthesis; situational control; industrial-natural complex; conceptual model of the subject domain; intelligent applied system
• ISSN: 0005-1179; 1608-3032
• DOI: 10.1134/S000511792206011X

The application of the ideas of artificial intelligence to problems of situational modeling and control of discrete spatial dynamic systems is considered. A set of methods for the synthesis and quantitative comparison of alternative structures and scenarios for the development of the modeling object synthesized taking into account the preferences of the decision maker is presented. As an example of the implementation of these methods, a situational modeling system is described the core of which is the conceptual model of the subject domain and the expert and geoinformation systems integrated with it. The model is formalized in the paradigm of a semiotic formal system; this has made it possible to give strict definitions to the basic concepts of D.A. Pospelov’s situational control, which are absent in the prototypes, and thereby provide a unified processing of heterogeneous information and automate a detailed analysis of the model consistency and its operational modification.