Title :
On the Path Towards Autonomic Computing: Combining Swarm Intelligence and Excitable Media Models
Author :
Fernandez-Carrasco, L.M. ; Terashima-Marin, Hugo ; Valenzuela-Rendon, Manuel
Author_Institution :
Center for Intell. Syst., Inst. Tecnol. y de Estudios Superiores de Monterrey Monterrey, Monterrey
Abstract :
The present article presents an approach towards the emergent field of autonomic computing by combining swarm intelligence and excitable media. It is believed that the combination of these scientific fields is capable of generating two important self-* properties required by autonomic systems: self-organization and self-configuration. An agent-based simulation is used to generate swarms, which are then thought as computing tasks; the excitable media is, on the other hand, implemented as a cellular automaton, which is what excites swarms to show autonomic computing features. The results show that combining swarm intelligence and excitable media is a feasible way towards autonomic computing and its desired characteristics, reducing systems´ complex design and implementation.
Keywords :
cellular automata; fault tolerant computing; multi-agent systems; agent-based simulation; autonomic computing; autonomic systems; cellular automaton; excitable media models; swarm intelligence; Artificial intelligence; Automata; Biological systems; Biology computing; Computational modeling; Humans; Intelligent systems; Mathematical model; Particle swarm optimization; Software systems; Autonomic Computing; Self-Organization; Swarm Intelligence;
Conference_Titel :
Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
Conference_Location :
Atizapan de Zaragoza
Print_ISBN :
978-0-7695-3441-1
DOI :
10.1109/MICAI.2008.51