Automatic Control and Computer Sciences

, Volume 49, Issue 4, pp 216–220 | Cite as

Self-organizing software systems with distributed artificial intelligence

  • E. A. Kol’chuginaEmail author


This article considers a problem of securing the coexistence of predator and prey species under the conditions of the closed artificial world of digital organisms. A new scheme of relations is proposed between digital organism species, in which the predator eliminates only a prey species progeny at a larval stage. It is shown that in this case, long-term coexistence between the predator and the prey is possible. The results are necessary for creating software systems with distributed artificial intelligence, that are capable of self-management and self-organization.


distributed computer systems self-organization artificial intelligence communities of dig-ital organisms 


Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.


  1. 1.
    Kephart, J.O. and Chess, D.M., The vision of autonomic computing, Computer, 2003, vol. 36, pp. 41–50.CrossRefGoogle Scholar
  2. 2.
    Rassel, S. and Norvig, P., Artificial Intelligence: A Modern Approach, Prentice-Hall, 2010, 3rd ed., Moscow Wil-liams, 2006.Google Scholar
  3. 3.
    Kol’chugina, E.A., Nonequilibrium programming, Izv. Vyssh. Uchebn. Zav. Povolzh. Region. Tekhn. Nauki, 2009, no. 3, pp. 25–31.Google Scholar
  4. 4.
    Ray, T.S., An evolutionary approach to synthetic biology: Zen and the art of creating life, in Artificial Life: An Overview, Langton, C.G., Ed., Cambridge MIT, 1997, pp. 179–209.Google Scholar
  5. 5.
    Adami, C. and Brown, C.T., Evolutionary learning in the 2D artificial life system “Avida”, Brooks, R. and Maes, P., Eds., in Proc. Artificial Life IV, Cambridge MIT, 1994.Google Scholar
  6. 6.
    Kol’chugina, E.A., Structure of digital organism in self-organizing programming systems, Program. Prod. Sist., 2012, no. 2, pp. 51–54.Google Scholar
  7. 7.
    Lotka, A., Elements of Physical Biology, Baltimore Williams Wilkins, 1925.zbMATHGoogle Scholar
  8. 8.
    Volterra, V., Leçons sur la Théorie Mathématique de la Lutte pour la Vie, Paris: Gauthier-Villars, 1931, Moscow Inst. Komp. Issl., 2004.Google Scholar
  9. 9.
    Gause, G.F., The Struggle Existence, Baltimore Willkins, 1934, 2nd ed., Moscow: Inst. Komp. Issl., 2002.CrossRefGoogle Scholar
  10. 10.
    Kol’chugina, E.A., Generation of multiaspectual hierarchies of evolutioning programs, Izv. Vyssh. Uchebn. Zav., Povolzh. Region. Tekhn. Nauki, 2007, no. 2, pp. 48–55.Google Scholar
  11. 11.
    Eigen, M. and Shuster, P., The Hypercycle: A Principle of Natural Self-Organization, Berlin Springer-Verlag, 1979, Moscow: Mir, 1982.CrossRefGoogle Scholar

Copyright information

© Allerton Press, Inc. 2015

Authors and Affiliations

  1. 1.Federal State Budgetary Educational Institution of Higher Vocational Education Penza State UniversityPenzaRussia

Personalised recommendations