首页    期刊浏览 2025年02月23日 星期日
登录注册

文章基本信息

  • 标题:ADISTRIBUTED APPROACH TO ANT COLONY OPTIMIZATION
  • 本地全文:下载
  • 作者:Sorin Ilie ; Costin Bădică
  • 期刊名称:Annals of the University of Craiova: Economic Sciences Series
  • 印刷版ISSN:1223-365X
  • 电子版ISSN:1843-3723
  • 出版年度:2013
  • 卷号:1
  • 页码:230-239
  • 语种:English
  • 出版社:Universitaria Craiova
  • 摘要:Swarm Intelligence(SI) is the emergent collective intelligence of groups of simple agents.Economy is an example of SI.Simulating an economy using Ant Colony algorithms would allow prediction and control of fluctuations in the complex emergent behavior of the simulated system.Such a simulation is far beyond SI's capabilities,which is still in its infancy.This paper presents a distributed approach implementing Ant Colony Optimization(ACO).We present our agent based architecture of ACO and initial experimental results on the Travelling Salesman Problem.The innovation of our work consists of: i)representing network nodes as software agents,ii) representing software agents as software objects that are passed as messages between the nodes according to ACO rules.
  • 关键词:Swarm Intelligence;Ant Colony Optimization;Multi-Agent;Distributed;Heuristis.
国家哲学社会科学文献中心版权所有