Systems and Means of Informatics

2023, Volume 33, Issue 4, pp 16-27

CHARACTERISTICS AND LOGICAL STRUCTURE OF THE METHODOLOGY FOR CONSTRUCTING REFLEXIVE-ACTIVE SYSTEMS OF ARTIFICIAL HETEROGENEOUS INTELLIGENT AGENTS

  • S. V. Listopad

Abstract

The paper describes the elements of the methodology for constructing reflexive-active systems of artificial heterogeneous intelligent agents, namely, its characteristics and logical structure that form the basis for constructing of its temporal structure (life cycle). Artificial heterogeneous intelligent agents of reflexive-active systems mutually model each other's reflexive positions, dynamically develop tactics and strategies of their behavior relevant to the models of their counterparties, as necessary, in the process of solving problems, attract new agents from the pool of available agents built by various developers, and exclude existing agents from their composition, rebuilding "on the fly" the composition of agents and the structure of connections between them.
The development of such systems for solving practical problems will provide new theoretical, methodological, and technological knowledge about collective intelligence, increase the relevance of these systems to real teams of specialists, and verify the knowledge about collective processes and effects in small groups.

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