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NSGA-Ⅱ算法与能量法相结合的舰艇居住舱室布局优化研究

  • Xi'an University of Science and Technology

科研成果: 期刊稿件文章同行评审

3 引用 (Scopus)

摘要

To optimize a naval ship's residential cabin layout and improve its design speed, the energy method is introduced into the NSGA-Ⅱgenetic algorithm and used to establish the mathematical model of the residential cabin layout, quantify specific requirements for the placement of accessories in the cabin and form the objective function for program selection. The MATLAB program is used to realize the algorithm's iterative calculation and automatic output of the layout scheme. Finally, a naval ship′s 20-person living cabin is taken as an example to verify the optimization. The experimental results show that the layout design speed is obviously improved, the layout scheme meets the requirements and improves the cabin layout utilization rate.

投稿的翻译标题Optimizing Residential Cabin Layout of Naval Ship with Energy Method and NSGA-II Algorithm
源语言繁体中文
页(从-至)1349-1356
页数8
期刊Jixie Kexue Yu Jishu/Mechanical Science and Technology
42
8
DOI
出版状态已出版 - 8月 2023

关键词

  • NSGA-Ⅱ algorithm
  • energy method
  • layout optimization
  • naval ship residential cabin

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