Research on automatic furniture arranged method based on genetic algorithm

The satisfaction of furniture arrangement has a momentous influence in the comfort of people's being. At present, the layout of furniture is used by artificial interactive methods, which undoubtedly brings a lot of work to designers. Aiming at the problem of furniture layout, this paper proposes an automatic layout idea based on genetic algorithm. Galapagos genetic algorithm was used to design automatic layout experiment of living room furniture on grasshopper platform. Further set constraints on boundary and interference constraints, as well as objective functions. Finally, genetic algorithm is used to search for optimization, and the arranged plan pleasing restriction conditions is automatically generated.

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Publication Details

Published
2025-01-09
DOI
https://doi.org/10.1117/12.3055785
Primary Topic
Color perception and design
Type
article
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article

Research on automatic furniture arranged method based on genetic algorithm

Guoqing Wang, Sheng Zhang
Color perception and design
article

Research on automatic furniture arranged method based on genetic algorithm

Guoqing Wang, Sheng Zhang
article en

Abstract

The satisfaction of furniture arrangement has a momentous influence in the comfort of people's being. At present, the layout of furniture is used by artificial interactive methods, which undoubtedly brings a lot of work to designers. Aiming at the problem of furniture layout, this paper proposes an automatic layout idea based on genetic algorithm. Galapagos genetic algorithm was used to design automatic layout experiment of living room furniture on grasshopper platform. Further set constraints on boundary and interference constraints, as well as objective functions. Finally, genetic algorithm is used to search for optimization, and the arranged plan pleasing restriction conditions is automatically generated.

Jiangsu University of Science and Technology (CN)
Openalex Percentile: Top 100%
Color perception and design
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