ISSN 2071-8594

Russian academy of sciences


Gennady Osipov

Z.B. Sokhova, V.G. Red’ko Modeling of searching for investing solutions by autonomous agents in a competitive transparent economy


The paper develops methods of searching for useful solutions by autonomous agents in competitive economical systems. The study is based on a previously proposed original model of a transparent economic system. We consider the interaction between investors and producers of an economical society. The information exchange between these economical agents ensures the transparency of economical systems. The basic model of interaction is developed, and two new special models are proposed and investigated. The results obtained during the computer simulation show the effectiveness of the proposed interaction scheme of autonomous agents.


autonomous agents, decentralized system, information exchange, transparent economy, cooperation, competition.

PP. 98-108.

DOI 10.14357/20718594190210


1. Ye D., Zhang M., Vasilakos A.V. 2017. A survey of selforganization mechanisms in multiagent systems // IEEE Transactions оn Systems, Man, and Cybernetics: Systems. 47(3):441–461.
2. Makarov V.L., Bahtizin A.R. 2013. Sotsialnoye modelirovanie — novyy kompyuternyy proryv. Agentorientirovannye modeli [Social simulation is a new computer breakthrough. Agent-based models]. Moscow: Ekonomika Publ. 295 p.
3. Axelrod R. 1984. The evolution of cooperation. N.Y.: Basic Books. 241 p.
4. Polterovich V.M. 2015. Ot social'nogo liberalizma – k filosofii sotrudnichestva [From Social Liberalism to Philosophy of Cooperation]. Obshchestvennye nauki i sovremennost' [Social Sciences and Contemporary World]. 4:41–64.
5. Polterovich V.M. 2016. Pozitivnoe sotrudnichestvo: faktory i mekhanizmy ehvolyucii [Positive Collaboration: Factors and Mechanisms of Evolution]. Voprosy ehkonomiki [J. Economics]. 11:5–23.
6. Red’ko V.G., Burtsev M.S., Sokhova Z.B., Beskhlebnova G.A. 2007. Modelirovanie konkurencii pri ehvolyucii mnogoagentnoj sistemy [Modeling competition with evolution of a multi-agent system]. Iskusstvennye obshchestva [Artificial Societies]. 2(2):76–89.
7. Varshavskij V.I., Pospelov D.A. 1984. Orkestr igraet bez dirizhera: Razmyshleniya ob ehvolyucii nekotoryh tekhnicheskih sistem i upravleniya imi [The orchestra plays without a conductor: reflections on the evolution of some technical systems and their management]. Moscow: Nauka Publs. 208 p. (Translated to English as Varshavsky, V.I., D.A. Pospelov.1988. Puppets without strings: Reflections on the evolution and control of some man-made systems. Publisher: Mir. 294 p.)
8. Claes R., Holvoet T., Weyns D. 2011. A decentralized approach for anticipatory vehicle routing using delegate multiagent systems. IEEE Transactions on Intelligent Transportation Systems. 12(2):364–373.
9. Holvoet T., Valckenaers P. 2007. Exploiting the environment for coordinating agent intentions. In: Environments for Multi-Agent Systems III, Lecture Notes in Artificial Intelligence, Berlin et al.: Springer. 4389:51–66.
10. Red’ko V.G., Sokhova Z.B. 2014. Agent-orientirovannaya model prozrachnoj rynochnoj ehkonomicheskoj sistemy [Agent-oriented model of transparent market economic system]. XVI Vserossijskaya nauchno-tekhnicheskaya konferenciya «Nejroinformatika-2014» s mezhdunarodnym uchastiem: Sbornik nauchnyh trudov [Proceedings of XVI International Scientific and Technical Conference “Neuroinformatics- 2014”]. Moscow: NIYAU MIFI. 174–184.
11. Sokhova Z.B., Red’ko V.G. 2016. Agent-based model of interactions in the community of investors and producers. In: Samsonovich A.V., Klimov V.V., Rybina G.V. Eds. Biologically Inspired Cognitive Architectures (BICA) for Young Scientists. Proceedings of the First International Early Research Career Enhancement School (FIERCES 2016). Springer International Publishing Switzerland. 235–240.
12. Red’ko V.G., Sokhova Z.B. 2018. Model vzaimodejstviya investorov i proizvoditelej v prozrachnoj ehkonomicheskoj sisteme [A model of interaction between investors and producers in a transparent economic system]. Ehkonomika i matematicheskie metody [Economics and the Mathematical Methods]. 54(2):50–61.