Title :
Modeling multiagent systems as self-organized critical systems
Author :
Marcenac, Pierre
Author_Institution :
IREMI, Univ. of La Reunion, St. Denis, France
Abstract :
The general framework of our project is to provide a computational model of physical complex processes for simulation needs. In geophysics, the study of this kind of system has led to the concept of self-organized criticality, to explain the repeatability of emergent phenomena in nature. To model self-organized criticality within computers, the original part of the work is to propose a multiagent platform where emergent phenomena are dynamically created during simulation at the time they occur. The aim of this paper is to show that multiagent systems, studied as emergent systems, can help in providing adequate mechanisms needed to model self-organization in complex systems. The paper introduces some key issues associated with the understanding of intrinsic mechanisms leading to self-organization and discusses the implementation of such mechanisms in an agent architecture. Finally, it describes a life-sized experimentation in earthquake simulation for validation
Keywords :
cooperative systems; digital simulation; earthquakes; geophysics computing; self-adjusting systems; software agents; complex systems; computational model; earthquake simulation; emergent systems; geophysics; multiagent systems modeling; self-organization; self-organized critical systems; simulation; Biological system modeling; Computational modeling; Computer simulation; Earthquakes; Electronic mail; Emergent phenomena; Geophysics computing; Laboratories; Multiagent systems; Physics computing;
Conference_Titel :
System Sciences, 1998., Proceedings of the Thirty-First Hawaii International Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
0-8186-8255-8
DOI :
10.1109/HICSS.1998.648300