Development of a polymodel resource management complex for intelligent decision support systems

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Authors: Andrii Shyshatskyi, Ganna Plekhova, D. O. Pliekhov, Oleksii Nalapko, Oksana I. Dmytriieva, Іван Михайлович Старинський
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Abstract

Intelligent decision support systems are the object of research. The problem that is solved in the research is to increase the accuracy of modeling the process of functioning of intelligent decision support systems. The development of a polymodel resource management complex of intelligent decision support systems was carried out. The originality of the research is: – in a comprehensive description of the process of functioning of intelligent decision support systems; – the ability to simulate both a single process that takes place in intelligent decision support systems, and to comprehensively simulate those processes that take place in them; – in establishing the conceptual dependencies of the process of functioning of intelligent decision support systems. This allows to describe the interaction of individual models at all stages of solving calculation tasks; – descriptions of coordination processes in hybrid intelligent decision support systems, which increase the reliability of management decision-making; – modeling of processes for solving complex calculation tasks in intelligent decision support systems, due to the conceptual description of the specified process; – coordination of calculation processes in intelligent decision support systems, which achieves a decrease in the number of computing resources of systems; – comprehensive dispute resolution, due to a complex of appropriate mathematical models. The proposed polymodel complex should be used to solve the task of managing intelligent decision support systems characterized by a high degree of complexity.

Fields of Study & Subjects

Decision Support System Applications Mathematical Control Systems and Analysis Artificial Intelligence Applications

Publication details

Pages
90–121
Publication date
15 January 2026
Language
EN
Document type
Book chapter