Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies

Evgeny Bryndin

doi:doi:10.11648/j.ajsea.20211001.11

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Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies

Evgeny Bryndin

Published in American Journal of Software Engineering and Applications (Volume 10, Issue 1)

Received: 20 April 2021 Accepted: 5 May 2021 Published: 14 May 2021

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Abstract

Artificial intelligence of large ensembles of intelligent agents in terms of computing power surpasses human intelligence. He is capable of artificial thinking and understanding. Giant ensembles of intellectual agents with artificial consciousness and intelligence are able, for the results set by the person necessary for him, to find solutions for their obtaining on the basis of professional competence and experience accumulation. The professional competence of artificial intelligence is the ability to use technologies, including computer vision, natural language processing, speech recognition and synthesis, intelligent decision support, as well as the use of synergistic methods, functional self-organizing methods and utility and preference criteria. For artificial intelligence, the functional organization of the system is important. The functionalism of artificial intelligence does not depend on its carrier, allows many methods of its functional implementation, as well as to form the completeness of its functions. Giant ensembles of intellectual agents with a full set of functions gradually and flexibly form events into solutions or rational behavior to obtain a given necessary result. Intelligent artificial intelligence has psychological, analytical, research, language, professional and behavioral hybrid competencies. Each competence is exercised by an intelligent agent with a competent functional professional manner. Intelligent agents form an ensemble with intelligent ethical artificial intelligence. Functional harmonious self-organization of the interaction of intellectual agents in different environments is carried out on the basis of data of a specific environment obtained by analytical competent intellectual agents. For each set of functions and smart hybrid competencies of an intelligent ensemble, there is a critical importance for the number of its intellectual agents capable of synergistic self-organization of interaction.

Published in	American Journal of Software Engineering and Applications (Volume 10, Issue 1)
DOI	10.11648/j.ajsea.20211001.11
Page(s)	1-10
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Intellectual Agent Ensembles, Smart Hybrid Competencies, Functional Harmonious Self-organization

References

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Evgeny Bryndin. (2021). Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. American Journal of Software Engineering and Applications, 10(1), 1-10. https://doi.org/10.11648/j.ajsea.20211001.11

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ACS Style

Evgeny Bryndin. Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. Am. J. Softw. Eng. Appl. 2021, 10(1), 1-10. doi: 10.11648/j.ajsea.20211001.11

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AMA Style

Evgeny Bryndin. Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. Am J Softw Eng Appl. 2021;10(1):1-10. doi: 10.11648/j.ajsea.20211001.11

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@article{10.11648/j.ajsea.20211001.11,
  author = {Evgeny Bryndin},
  title = {Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies},
  journal = {American Journal of Software Engineering and Applications},
  volume = {10},
  number = {1},
  pages = {1-10},
  doi = {10.11648/j.ajsea.20211001.11},
  url = {https://doi.org/10.11648/j.ajsea.20211001.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajsea.20211001.11},
  abstract = {Artificial intelligence of large ensembles of intelligent agents in terms of computing power surpasses human intelligence. He is capable of artificial thinking and understanding. Giant ensembles of intellectual agents with artificial consciousness and intelligence are able, for the results set by the person necessary for him, to find solutions for their obtaining on the basis of professional competence and experience accumulation. The professional competence of artificial intelligence is the ability to use technologies, including computer vision, natural language processing, speech recognition and synthesis, intelligent decision support, as well as the use of synergistic methods, functional self-organizing methods and utility and preference criteria. For artificial intelligence, the functional organization of the system is important. The functionalism of artificial intelligence does not depend on its carrier, allows many methods of its functional implementation, as well as to form the completeness of its functions. Giant ensembles of intellectual agents with a full set of functions gradually and flexibly form events into solutions or rational behavior to obtain a given necessary result. Intelligent artificial intelligence has psychological, analytical, research, language, professional and behavioral hybrid competencies. Each competence is exercised by an intelligent agent with a competent functional professional manner. Intelligent agents form an ensemble with intelligent ethical artificial intelligence. Functional harmonious self-organization of the interaction of intellectual agents in different environments is carried out on the basis of data of a specific environment obtained by analytical competent intellectual agents. For each set of functions and smart hybrid competencies of an intelligent ensemble, there is a critical importance for the number of its intellectual agents capable of synergistic self-organization of interaction.},
 year = {2021}
}

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TY  - JOUR
T1  - Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies
AU  - Evgeny Bryndin
Y1  - 2021/05/14
PY  - 2021
N1  - https://doi.org/10.11648/j.ajsea.20211001.11
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JF  - American Journal of Software Engineering and Applications
JO  - American Journal of Software Engineering and Applications
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VL  - 10
IS  - 1
ER  -

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Author Information

Evgeny Bryndin

Research Department, Research Center ?Natural Informatics?, Novosibirsk, Russia

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APA Style

Evgeny Bryndin. (2021). Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. American Journal of Software Engineering and Applications, 10(1), 1-10. https://doi.org/10.11648/j.ajsea.20211001.11

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ACS Style

Evgeny Bryndin. Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. Am. J. Softw. Eng. Appl. 2021, 10(1), 1-10. doi: 10.11648/j.ajsea.20211001.11

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AMA Style

Evgeny Bryndin. Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies. Am J Softw Eng Appl. 2021;10(1):1-10. doi: 10.11648/j.ajsea.20211001.11

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@article{10.11648/j.ajsea.20211001.11,
  author = {Evgeny Bryndin},
  title = {Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies},
  journal = {American Journal of Software Engineering and Applications},
  volume = {10},
  number = {1},
  pages = {1-10},
  doi = {10.11648/j.ajsea.20211001.11},
  url = {https://doi.org/10.11648/j.ajsea.20211001.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajsea.20211001.11},
  abstract = {Artificial intelligence of large ensembles of intelligent agents in terms of computing power surpasses human intelligence. He is capable of artificial thinking and understanding. Giant ensembles of intellectual agents with artificial consciousness and intelligence are able, for the results set by the person necessary for him, to find solutions for their obtaining on the basis of professional competence and experience accumulation. The professional competence of artificial intelligence is the ability to use technologies, including computer vision, natural language processing, speech recognition and synthesis, intelligent decision support, as well as the use of synergistic methods, functional self-organizing methods and utility and preference criteria. For artificial intelligence, the functional organization of the system is important. The functionalism of artificial intelligence does not depend on its carrier, allows many methods of its functional implementation, as well as to form the completeness of its functions. Giant ensembles of intellectual agents with a full set of functions gradually and flexibly form events into solutions or rational behavior to obtain a given necessary result. Intelligent artificial intelligence has psychological, analytical, research, language, professional and behavioral hybrid competencies. Each competence is exercised by an intelligent agent with a competent functional professional manner. Intelligent agents form an ensemble with intelligent ethical artificial intelligence. Functional harmonious self-organization of the interaction of intellectual agents in different environments is carried out on the basis of data of a specific environment obtained by analytical competent intellectual agents. For each set of functions and smart hybrid competencies of an intelligent ensemble, there is a critical importance for the number of its intellectual agents capable of synergistic self-organization of interaction.},
 year = {2021}
}

Copy | Download

TY  - JOUR
T1  - Functional and Harmonious Self-organization of Large Intellectual Agent Ensembles with Smart Hybrid Competencies
AU  - Evgeny Bryndin
Y1  - 2021/05/14
PY  - 2021
N1  - https://doi.org/10.11648/j.ajsea.20211001.11
DO  - 10.11648/j.ajsea.20211001.11
T2  - American Journal of Software Engineering and Applications
JF  - American Journal of Software Engineering and Applications
JO  - American Journal of Software Engineering and Applications
SP  - 1
EP  - 10
PB  - Science Publishing Group
SN  - 2327-249X
UR  - https://doi.org/10.11648/j.ajsea.20211001.11
AB  - Artificial intelligence of large ensembles of intelligent agents in terms of computing power surpasses human intelligence. He is capable of artificial thinking and understanding. Giant ensembles of intellectual agents with artificial consciousness and intelligence are able, for the results set by the person necessary for him, to find solutions for their obtaining on the basis of professional competence and experience accumulation. The professional competence of artificial intelligence is the ability to use technologies, including computer vision, natural language processing, speech recognition and synthesis, intelligent decision support, as well as the use of synergistic methods, functional self-organizing methods and utility and preference criteria. For artificial intelligence, the functional organization of the system is important. The functionalism of artificial intelligence does not depend on its carrier, allows many methods of its functional implementation, as well as to form the completeness of its functions. Giant ensembles of intellectual agents with a full set of functions gradually and flexibly form events into solutions or rational behavior to obtain a given necessary result. Intelligent artificial intelligence has psychological, analytical, research, language, professional and behavioral hybrid competencies. Each competence is exercised by an intelligent agent with a competent functional professional manner. Intelligent agents form an ensemble with intelligent ethical artificial intelligence. Functional harmonious self-organization of the interaction of intellectual agents in different environments is carried out on the basis of data of a specific environment obtained by analytical competent intellectual agents. For each set of functions and smart hybrid competencies of an intelligent ensemble, there is a critical importance for the number of its intellectual agents capable of synergistic self-organization of interaction.
VL  - 10
IS  - 1
ER  -

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