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Research on Layout Optimization of Assembly Shop Based on Genetic Algorithm
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Automobile Technology & Material | 2025, (11) : 58 - 62
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Automobile Technology & Material | 2025, (11): 58-62
Research on Layout Optimization of Assembly Shop Based on Genetic Algorithm
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Published: 2024-11-20 doi: 10.19710/J.cnki.1003-8817.20240230
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In order to rationally plan workshop layout, this paper proposes an assembly workshop layout planning method based on genetic algorithm. A mathematical model of workshop layout planning is constructed by linear programming, and the model is solved by genetic algorithm, then assembly workshop of an enterprise is taken as example to verify effectiveness of the model. The research findings indicate that the proposed method can effectively address the workshop layout problem resulting from logistics upgrading, which presents a general solution for the workshop layout planning in discrete manufacturing enterprises under similar circumstances.

Production logistics system  /  Layout planning  /  Genetic algorithm
司宗刚, 杨亚琼. 基于遗传算法的装配车间工艺布局优化研究. 汽车工艺与材料, 2025 , (11) : 58 -62 . DOI: 10.19710/J.cnki.1003-8817.20240230
Zonggang Si, Yaqiong Yang. Research on Layout Optimization of Assembly Shop Based on Genetic Algorithm[J]. Automobile Technology & Material, 2025 , (11) : 58 -62 . DOI: 10.19710/J.cnki.1003-8817.20240230
Year 2025 volume Issue 11
648
238
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doi: 10.19710/J.cnki.1003-8817.20240230
  • Online Date:2025-11-26
  • Published:2024-11-20
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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