期刊文献+

微粒群算法研究进展 被引量:1

下载PDF
导出
摘要 微粒群算法是一种新型的进化计算技术.本文首先介绍了微粒群算法的基本原理、流程和相关参数,并分析了关键因子对算法搜索性能的影响,然后结合目前国内外算法的研究现状对几种改进算法和微粒群算法的应用进行综述,最后提出微粒群算法存在的问题和将来有待研究的内容。
作者 胡中功 刘俊
出处 《武汉科技学院学报》 2006年第11期47-51,共5页 Journal of Wuhan Institute of Science and Technology
  • 相关文献

参考文献35

  • 1Kennedy,J.,Eberhart,R.C..Particle swarm optimization,Proc.IEEE Intl[Z].Conf.on Neural Networks,IEEE Service Center,Piscataway,NJ,1995,Ⅳ:1942-1948.
  • 2Eberhart,R.C.,Kennedy,J.A new optimizer using particle swarm theory[A].Proceedings of the Sixth International Symposium on Micromachine and Human Science[C].Nagoya,Japan,1995.39-43.
  • 3Kennedy,J.The particle swarm:social adaptation of knowledge,Proc.IEEE Intl[A].Conf.on Evolutionary Computation[C].IEEE Service Center,Piscataway,NJ,1997,303-308.
  • 4Shi,Y.H.,Eberhart,R.C.,A modified particle swarm optimizer[A].IEEE Intl.Conf.on Evolutionary Computation[C].Anchorage,AK,in press,1998.
  • 5Zheng Y.,Ma L.,Zhang L.,et al.On the convergence analysis and parameter selection in particle swarm optimization[A].Proceedings of Intemational Conference on Machine Learning and Cybernetics[C].2003.1802-1807.
  • 6Eberhart,R.C.,Kennedy,J.A new optimizer using particle swarm theory[A].Prec.Sixth Intl.Symp.on Micro Machine and Human Science (Nagoya,Japan)[C].IEEE Service Center,Piscataway,NJ,1995.39-43.
  • 7Shi,Y.,Eberhart,R.C.Parameter selection in particle swarm optimization[A].Evolutionary Programming Ⅶ:Proceedings of the Seventh Annual Conference on Evolutionary Programming[C].New York,1998.591-600.
  • 8Shi,Y.,Eberhart,R.C.Empirical study of particle swarm optimization[A].Proceedings of the IEEE Congress on Evolutionary Computation (CEC 1999)[C].Piscataway,NJ.,1999.1945-1950.
  • 9Shi,Y.,Eberhart,R.C.Fuzzy adaptive particle swarm optimization[A].Proceedings of the IEEE International Conference on Evolutionary Computation[C],Piscataway,NJ,USA:IEEE,2001.101 ~ 106.
  • 10Clerc M.The swarm and the queen:towards a deterministic and adaptive particle swarm optimization[A].Proceedings of the 1999 Congress onEvolutionaryComputation[C].Piscataway,NJ,USA:IEEE,1999.1927~1930.

二级参考文献240

共引文献1461

同被引文献11

引证文献1

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部