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Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks

  • Muaz Niazi*
  • , Amir Hussain
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

107 Scopus citations

Abstract

Agent-based modeling and simulation tools provide a mature platform for development of complex simulations. They however, have not been applied much in the domain of mainstream modeling and simulation of computer networks. In this article, we evaluate how and if these tools can offer any value-addition in the modeling&simulation of complex networks such as pervasive computing, large-scale peer-to-peer systems, and networks involving considerable environment and human/animal/habitat interaction. Specifically, we demonstrate the effectiveness of NetLogo - a tool that has been widely used in the area of agent-based social simulation.

Original languageEnglish
Pages (from-to)166-173
Number of pages8
JournalIEEE Communications Magazine
Volume47
Issue number3
DOIs
StatePublished - 2009
Externally publishedYes

Keywords

  • Biological system modeling
  • Communities
  • Computational modeling
  • Data mining
  • Humans
  • Layout
  • Object oriented modeling

ASJC Scopus subject areas

  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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