DOI: 10.17587/prin.15.450-464
Formalization of Elements and Control Schemes in Intelligent System Models
K. I. Kostenko, Associate Professor, kostenko@kubsu.ru, Kuban State University, Krasnodar, 350040, Russian Federation
Corresponding author: Konstantin I. Kostenko, Associate Professor, Kuban State University, Krasnodar, 350040, Russian Federation, E-mail: kostenko@kubsu.ru
Received on December 24, 2023
Accepted on July 10, 2024
The purpose of the work is to formalize the concepts and principles that form the basis of the mathematical model for controlling the life cycles of intelligent systems. The controlling elements formal description is part of a universal model of such systems. This model part is important for implementing complex intelligent systems with a large amount and diversity of knowledge flows and knowledge processing schemes performed simultaneously. The other two areas of this model are associated with a unified logical-algebraic description of the concept of knowledge representation formalism, as well as concepts related to the architecture of intelligent systems. Formalization of ideas about control in intelligent systems is carried out according to the principle of a hierarchy of controlling elements and processes. The elements of the mathematical model that implements this principle correspond to event-controlled automata with infinite memory and associated algorithms for the automata simulation in specific systems. The objectives of the research include the development of formats for describing the hierarchy of diagrams and assemblies of control elements in a universal model of an intelligent system, and diagrams of algorithms for the functioning of intelligent systems based on the processing of model descriptions. Models of intelligent system control elements hierarchy and execution algorithms for the sets of activated control elements for the implementation time of life cycles of intelligent systems are described by extending the special ontological structures. These structures implement customizations of universal control model
Keywords: intelligent system, control element, control hierarchy, ontological model, mathematical model executor, assembly of control elements
pp. 450—464
For citation:
Kostenko K. I. Formalization of Elements and Control Schemes in Intelligent System Models, Programmnaya Ingeneria, 2024, vol. 15, no. 9, pp. 450—464. DOI: 10.17587/prin.15.450-464 (in Russian).
References:
- Kostenko K. I. Core invariants of the intelligent system's mathematical model, Programmnaya Ingeneria, 2021, vol. 12, no. 3, pp. 174—188. DOI: 10.17587/prin.12.157-168 (in Russian).
- Mesarovic M., Takahara Y. General Systems Theory: Mathematical Foundations (Mathematics in Science and Engineering), Elsevier, 1975, 322 p.
- Burgin M. Theory of Knowledge: Structures and Processes, World Scientific, 2017, 948 p.
- Kostenko K. I. Operations of formalized knowledge cognitive synthesis, Programmnaya Ingeneria, 2018, vol. 9, no 4, pp. 174—184. DOI: 10.17587/prin.9.174-184 (in Russian).
- Kostenko K. I. Principles of Customization for Models of Complexly Organized Intelligent Systems, Programmnaya Ingeneria, 2023, vol. 14, no. 3, pp. 123—136. DOI: 10.17587/prin.14.123-136 (in Russian).
- Wooldridge M. Intelligent Agents, Multiagent Systems (A Modern Approach to Distributed Modern Approach to Artificial Intelligence) / Eds by G. Weiss, The MIT Press, April 1999, pp. 27—122.
- Tarasov V. B. From multiagent systems to intelligent organizations: Philosophy, psychology, and informatics, Moscow, Editorial URSS, 2002, 352 p. (in Russian).
- Kostenko K. I. Regular Memory Structures and Operation Domains of Intelligent Systems, Programming and Computer Software, 2023, vol. 49, no. 8, pp. 881—893. DOI: 10.1134/S036176882308011X.
- Kostenko K. I. The knowledge synthesis in memory structures complexly organized intelligent systems, Ecological Bulletin of Research Centers of the Black Sea Economic Cooperation, 2022, vol. 19, no. 4, pp. 9—19. DOI: 10.31429/vestnik-19-4-9-19 (in Russian).
