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
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;
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
DOI :
10.1109/ICMLC.2008.4620816