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  • 标题:Application of evolution strategy algorithm for optimization of a single-layer sound absorber
  • 本地全文:下载
  • 作者:Morteza Gholamipoor ; Parviz Ghadimi ; Mohammad H. Alavidoost
  • 期刊名称:Cogent Engineering
  • 电子版ISSN:2331-1916
  • 出版年度:2014
  • 卷号:1
  • 期号:1
  • DOI:10.1080/23311916.2014.945820
  • 出版社:Taylor and Francis Ltd
  • 摘要:

    Depending on different design parameters and limitations, optimization of sound absorbers has always been a challenge in the field of acoustic engineering. Various methods of optimization have evolved in the past decades with innovative method of evolution strategy gaining more attention in the recent years. Based on their simplicity and straightforward mathematical representations, single-layer absorbers have been widely used in both engineering and industrial applications and an optimized design for these absorbers has become vital. In the present study, the method of evolution strategy algorithm is used for optimization of a single-layer absorber at both a particular frequency and an arbitrary frequency band. Results of the optimization have been compared against different methods of genetic algorithm and penalty functions which are proved to be favorable in both effectiveness and accuracy. Finally, a single-layer absorber is optimized in a desired range of frequencies that is the main goal of an industrial and engineering optimization process.

  • 关键词:evolution strategy algorithm ; single-layer sound absorber ; one-fifth success rule ; frequency band (range)
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