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  • 标题:Optimization of fermentation processes using evolutionary algorithms - A review
  • 本地全文:下载
  • 作者:Josiah Adeyemo ; Abimbola Enitan
  • 期刊名称:Scientific Research and Essays
  • 印刷版ISSN:1992-2248
  • 出版年度:2011
  • 卷号:6
  • 期号:7
  • 页码:1464-1472
  • DOI:10.5897/SRE11.106
  • 语种:English
  • 出版社:Academic Journals
  • 摘要:Optimization of multiple objectives and constraints of fermentation process problems have been extensively studied in recent years. High-performance, robust, cost-effective and reliable computing models that provide innovative solutions to fermentation problems have been developed. This paper reviews the problems of the optimal design of batch fermentation technology and the development of computer-based solving problems using evolutionary algorithms (EAs) to generate optimal or near-optimal solutions to the problems in the fermentation industries. In this review, the latest developments of evolutionary algorithm techniques are focused and optimization of fermentation processes improvement by the techniques is presented.
  • 关键词:Evolutionary algorithms; fermentation; optimization; optimal solution; multiple objectives; constrained optimization
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