Exploring and exploiting complex behavior in self-organizing multi-agent systems

Bingcheng Hu*, Jiming Liu

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationProceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005
Pages43-48
Number of pages6
Publication statusPublished - 2005
Event2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005 - Suzhou, China
Duration: 28 May 200530 May 2005

Publication series

NameProceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005

Conference

Conference2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005
Country/TerritoryChina
CitySuzhou
Period28/05/0530/05/05

Scopus Subject Areas

  • Engineering(all)

Fingerprint

Dive into the research topics of 'Exploring and exploiting complex behavior in self-organizing multi-agent systems'. Together they form a unique fingerprint.

Cite this