NSGA-Ⅱ算法与能量法相结合的舰艇居住舱室布局优化研究

Qing Feng; Chengyuan Zhang; Suihuai Yu; Dengkai Chen

doi:10.13433/j.cnki.1003-8728.20220039

NSGA-Ⅱ算法与能量法相结合的舰艇居住舱室布局优化研究

Translated title of the contribution: Optimizing Residential Cabin Layout of Naval Ship with Energy Method and NSGA-II Algorithm

Qing Feng
, Chengyuan Zhang
, Suihuai Yu
, Dengkai Chen

School of Mechanical Engineering

Xi'an University of Science and Technology

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Abstract

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.

Translated title of the contribution	Optimizing Residential Cabin Layout of Naval Ship with Energy Method and NSGA-II Algorithm
Original language	Chinese (Traditional)
Pages (from-to)	1349-1356
Number of pages	8
Journal	Jixie Kexue Yu Jishu/Mechanical Science and Technology
Volume	42
Issue number	8
DOIs	https://doi.org/10.13433/j.cnki.1003-8728.20220039
State	Published - Aug 2023

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Cite this

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title = "NSGA-Ⅱ算法与能量法相结合的舰艇居住舱室布局优化研究",

abstract = "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.",

keywords = "NSGA-Ⅱ algorithm, energy method, layout optimization, naval ship residential cabin",

author = "Qing Feng and Chengyuan Zhang and Suihuai Yu and Dengkai Chen",

year = "2023",

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doi = "10.13433/j.cnki.1003-8728.20220039",

language = "繁体中文",

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T1 - NSGA-Ⅱ算法与能量法相结合的舰艇居住舱室布局优化研究

AU - Feng, Qing

AU - Zhang, Chengyuan

AU - Yu, Suihuai

AU - Chen, Dengkai

PY - 2023/8

Y1 - 2023/8

N2 - 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.

AB - 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.

KW - NSGA-Ⅱ algorithm

KW - energy method

KW - layout optimization

KW - naval ship residential cabin

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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

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