• DocumentCode
    476191
  • Title

    Autonomous agents and subsumption as models for simulations of population dynamics

  • Author

    Neto, Abner C Rodrigues ; De Campos, Gustavo A Lima ; De Souza, Jerffeson Teixeira ; Roisenberg, Mauro ; Marques, Victor Ximenes

  • Author_Institution
    Inst. de Inf. e Estatistica, Univ. de Fed. de Santa Catarina (UFSC), Florianopolis
  • Volume
    4
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    2440
  • Lastpage
    2445
  • Abstract
    This paper considers the use of notions about autonomous agents in the conception of models of artificial life to simulate various population dynamics in natural and artificial environments. It materializes the characteristic behaviors of the agents in populations by means of the subsumption architecture. A first model was programmed aiming to simulate the sympatric speciation by means of sexual election, demonstrating as the interaction of the various individuals results in an emergent standard of space segregation. The results had demonstrated that the approach is adequate and that it can be adapted aiming to prove others hypotheses.
  • Keywords
    artificial life; multi-agent systems; simulation; artificial environments; artificial life; autonomous agents population dynamics; natural environments; sexual election; space segregation; subsumption architecture; sympatric speciation; Analytical models; Autonomous agents; Biological system modeling; Computational modeling; Computer architecture; Cybernetics; Equations; Humans; Machine learning; Nominations and elections; Agent based simulations; Artificial life; Subsumption;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620816
  • Filename
    4620816