TY - GEN
T1 - Exploring and exploiting complex behavior in self-organizing multi-agent systems
AU - Hu, Bingcheng
AU - Liu, Jiming
N1 - Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2005
Y1 - 2005
N2 - Through experiments and analysis, we discover the phenomena of self-organized criticality (SOC) arising in self-organizing multi-agent systems (SOMAS) rather than in non-self-organizing MAS. Furthermore, we attempt to utilize the phenomena of SOC in local strategies of single agents and improve the performance of SOMAS. In addition, we examine how the global patterns evolve in SOMAS as local parameters of individual agents change, and attempt to explain the critical values of the parameters based on Shannon's entropy theory.
AB - Through experiments and analysis, we discover the phenomena of self-organized criticality (SOC) arising in self-organizing multi-agent systems (SOMAS) rather than in non-self-organizing MAS. Furthermore, we attempt to utilize the phenomena of SOC in local strategies of single agents and improve the performance of SOMAS. In addition, we examine how the global patterns evolve in SOMAS as local parameters of individual agents change, and attempt to explain the critical values of the parameters based on Shannon's entropy theory.
UR - http://www.scopus.com/inward/record.url?scp=23844539692&partnerID=8YFLogxK
M3 - Conference proceeding
AN - SCOPUS:23844539692
SN - 0780390067
T3 - Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005
SP - 43
EP - 48
BT - Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005
T2 - 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005
Y2 - 28 May 2005 through 30 May 2005
ER -