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Izvestiya SFedU
Engineering sciences
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ISSN 1999-9429 print
ISSN 2311-3103 online
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  • EFFICIENCY OF THE COLLECTIVE MISSION BY A MULTIGENT HETEROGENEOUS GROUP

    V.K. Abrosimov, А.N. Sedov
    2023-04-10
    Abstract ▼

    The article deals with study оf the criteria, parameters and performance indicators for the implementation
    of the collective mission of extended space monitoring by a group that includes control
    objects with different functionality. The most urgent military-technical task of recent times – monitoring
    of extended spaces- is considered as an example of a mission. A feature of the article is the assumption
    about of hazardous zones in the monitoring area. Any counteraction from potentially critical
    objects may significantly limit the capabilities and even disable the monitoring tools. This proviso
    affects for implementation of the mission by the group and leads to a revision of the group collective
    strategies and individual strategies for monitoring tools, their movement routes, and decision-making
    algorithms and etc. Monitoring tools are modeled as intelligent agents trained by the "collectivism"
    paradigm. It provides a common resource of situational awareness of the group, the organization of negotiations between agents and mutual assistance to each other in the event of problem situations.
    A general approach has been developed to evaluate the effectiveness of solving collective problems
    by a heterogeneous group of agents, taking into account the objective function, resource intensity of
    the entire mission and organizing active interaction between agents. It is proposed that the mission
    efficiency characteristic expressed as a weighted sum of the normalized indicators of the parameters
    of the agents' functions with the weights "significance of the function for the mission" and "value of
    the object". It is shown that the loss of efficiency in the performance of a collective mission in the
    event of problematic situations with an agent (active enemy action, breakdown, lack of the necessary
    functionality, resources, etc.) can be compensated by the required functionality of other agents of the
    group with the appropriate reconfiguration of tasks.

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