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文章基本信息

  • 标题:Different Aspects of Evolutionary Algorithms, Multi-Objective Optimization Algorithms and Application Domain
  • 本地全文:下载
  • 作者:Dhirendra Pal Singh ; Ashish Khare
  • 期刊名称:International Journal of Advanced Networking and Applications
  • 电子版ISSN:0975-0290
  • 出版年度:2010
  • 卷号:2
  • 期号:4
  • 页码:770-775
  • 出版社:Eswar Publications
  • 摘要:This paper presents the basic introduction of the Optimization, Multi-Objective Optimization algorithms, Multi-Objective Optimization Problems and its application domain. It also emphasizes the differences and needs of the optimization on the basis of a single objective and multi objective criteria. It explains various techniques to evaluate the Multi-Objective Optimization Problems. We present the gracefulness of Genetic Algorithms for solving the problems through Multi-Objective Genetic Algorithms and also compare various methods. We also represent the difficulties came in to consideration to solve a Multi-Objective Optimization Problem
  • 关键词:Evolutionary Program; Evolutionary Strategy; Genetic Algorithm; Multi-Objective Optimization ;Problems; Optimization; Single Objective Optimization Problems
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