Title :
L-systems and artificial chemistry to develop digital organisms
Author :
Djezzar, Nedjma ; Djedi, Noureddine ; Cussat-Blanc, Sylvain ; Luga, Hervé ; Duthen, Yves
Author_Institution :
Dept. of Comput. Sci., Med Khider Biskra Univ., Algeria
Abstract :
With the purpose of populating virtual worlds with various adapted artificial organisms, we propose an ontogenetic and phylogenetic hybrid model to generate complete organisms possessing metabolism, morphology, and behavior from a single initial cell. The initial purpose of our work is to generate organisms that are thereafter used to define complete organisms. In this paper, we introduce a bio-inspired cellular developmental model that links different approaches of ontogenesis systems: grammatical and cell chemistry approaches. Thus, we propose an alternative to parametric L-systems (APL-systems) in order to simulate morphogenesis of organisms according to their internal states. The developed organisms have a metabolism using environmental substrates to grow and to act. Moreover, they are able to exhibit almost perfect self-healing characteristics afterwards or even during their development.
Keywords :
artificial life; biochemistry; evolution (biological); formal languages; genetics; L-system; artificial chemistry; bioinspired cellular developmental model; cell chemistry approach; digital organism; ontogenesis system; phylogenetic hybrid model; self-healing characteristics; virtual world; Biochemistry; Genetics; Organisms; Production; Sensors; Substrates; cell lineage; evolutionary parametric L-systems; metabolism; ontogeny; phylogeny;
Conference_Titel :
Artificial Life (ALIFE), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-61284-062-8
DOI :
10.1109/ALIFE.2011.5954665