Genetic optimization method of ship strong frame based on sequential surrogate model

变量	取值范围
区域1竖桁腹板厚$ {x}_{1} $/mm	[10.25，14.25]
区域2竖桁腹板厚$ {x}_{2} $/mm	[10.25，14.25]
区域3竖桁腹板厚$ {x}_{3} $/mm	[10.25，14.25]
区域4竖桁腹板厚$ {x}_{4} $/mm	[10.25，14.25]
区域5肋板厚$ {x}_{5/{\rm{m}}{\rm{m}}} $	[10.50，14.50]
区域6肋板厚$ {x}_{6}/{\rm{m}}{\rm{m}} $	[10.50，14.50]
区域7肋板厚$ {x}_{7}/{\rm{m}}{\rm{m}} $	[10.50，14.50]
区域8肋板厚$ {x}_{8} $/mm	[10.50，14.50]
区域9肋板厚$ {x}_{9}/{\rm{m}}{\rm{m}} $	[10.50，14.50]
区域10肘板厚$ {x}_{10/{\rm{m}}{\rm{m}}} $	[10.25，14.25]
区域11肘板趾端厚$ {x}_{11}/{\rm{m}}{\rm{m}} $	[13.25，17.25]
区域12肘板厚$ {x}_{12} $/mm	[10.25，14.25]
区域13肘板趾端厚$ {x}_{13}/{\rm{m}}{\rm{m}} $	[13.25，17.25]
A面板厚$ {x}_{14} $/mm	[17.25，21.25]
B面板厚$ {x}_{15} $/mm	[17.25，21.25]

Table 2. Optimization results of the middle-lower part of strong frame

View table

View in Article

Table 2. Optimization results of the middle-lower part of strong frame

	初始质量	静态代理模型			序贯代理模型
	初始质量	70个样本点	100个样本点	150个样本点	（30+2×20=70个样本点）	（60+2×20=100个样本点）
中下区域总质量/t	64.90	64.768 7	64.537 6	64.896	63.903 9	63.890 7
总质量下降百分比/%	−	−	−	0.006 2	1.534 8	1.555 2
设计区域质量/t	6.489 4	6.358 1	6.127 0	6.485 4	5.493 3	5.480 1
设计区域质量下降百分比/%	−	−	−	0.061 6	15.349 6	15.553 1
粗网格模型约束满足程度/%	−18.55	−3.21	−3.57	−18.74	−17.64	−12.54
细网格模型约束满足程度/%	−11.26	2.63	2.16	−3.84	−0.85	−0.60

Table 3. Optimized design variable values of the middle-lower part of strong frame

View table

View in Article

Table 3. Optimized design variable values of the middle-lower part of strong frame

变量	原始值	规范下限	静态代理模型（150个样本点）	序贯代理模型
变量	原始值	规范下限	静态代理模型（150个样本点）	（30+2×20=70个样本点）	（60+2×20=100个样本点）
区域1竖桁腹板厚$ {x}_{1} $/mm	15.75	10.25	14.25	13.75	13.75
区域2竖桁腹板厚$ {x}_{2} $/mm	12.75	10.25	14.25	12.25	11.75
区域3竖桁腹板厚$ {x}_{3} $/mm	12.75	10.25	12.75	14.25	13.25
区域4竖桁腹板厚$ {x}_{4} $/mm	11.75	10.25	11.75	10.25	10.25
区域5肋板厚$ {x}_{5} $/mm	12.5	10.5	14.50	10.50	10.50
区域6肋板厚$ {x}_{6} $/mm	12.5	10.5	14.50	10.50	10.50
区域7肋板厚$ {x}_{7} $/mm	11.5	10.5	12.50	10.50	10.50
区域8肋板厚$ {x}_{8} $/mm	11.5	10.5	10.50	10.50	10.50
区域9肋板厚$ {x}_{9} $/mm	12.5	10.5	11.50	10.50	10.50
区域10肘板厚$ {x}_{10} $/mm	11.75	10.25	13.25	10.25	10.25
区域11肘板趾端厚$ {x}_{11} $/mm	19.25	10.25	15.75	13.25	13.25
区域12肘板厚$ {x}_{12} $/mm	14.25	10.25	11.25	10.25	10.25
区域13肘板趾端厚$ {x}_{13} $/mm	19.25	10.25	17.25	17.25	13.25
A面板厚$ {x}_{14} $/mm	23.25	10.75	20.25	17.25	21.25
B面板厚$ {x}_{15} $/mm	23.25	10.75	20.75	17.25	17.25

Tools

Get Citation

Copy Citation Text

Junze WANG, Yuan WANG, Jiaxiang YI, Tao HAN, Puyu JIANG, Jiameng WU, Yuansheng CHENG, Jun LIU. Genetic optimization method of ship strong frame based on sequential surrogate model[J]. Chinese Journal of Ship Research, 2021, 16(4): 44

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category:

Received: Sep. 20, 2020

Accepted: --

Published Online: Mar. 28, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.02118

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology