Title :
Predator-prey coevolution in a physically simulated environment
Author :
Ouannes, Nesrine ; Djedi, Noureddine ; Duthen, Yves ; Luga, Herve
Author_Institution :
Dept. of Comput. Sci., Med Khider Biskra Univ., Biskra, Algeria
Abstract :
This paper presents a predator-prey model that is the key element of ecological systems. We present the results of coevolving artificial creatures of two species (predator and prey) in a 3D physically simulated environment. The evolutionary process uses the physical properties of virtual creatures and two opposite fitness functions to drive the process to the behaviors we are looking for. Our best-evolved creatures are able to reach their adversary during the simulation time.
Keywords :
predator-prey systems; 3D physically simulated environment; best-evolved creatures; coevolving artificial creatures; ecological systems; fitness functions; physically simulated environment; predator-prey coevolution; predator-prey model; simulation time; virtual creatures; Evolution (biology); Genetic algorithms; Joints; Predator prey systems; Sensors; Sociology; Statistics; Artificial life; Predator-Prey; artificial creatures; ecosystem; physical simulation;
Conference_Titel :
Control, Engineering & Information Technology (CEIT), 2015 3rd International Conference on
Conference_Location :
Tlemcen
DOI :
10.1109/CEIT.2015.7233149
