An Application of Graph Neural Network Model Design for Residential Building Layout Design

In the current process of residential building layout design, there are problems such as low design efficiency, excessive manual intervention, and difficulty in meeting personalized needs. To address these issues, a residential building layout design method based on graph neural network model is pro...

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Vydané v:	International journal of advanced computer science & applications Ročník 15; číslo 11
Hlavní autori:	Wang, Shiyu, Wang, Ningbo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	West Yorkshire Science and Information (SAI) Organization Limited 2024
Predmet:	Accuracy Aesthetics Algorithms Architecture Business metrics CAD Computer aided design Computer science Deep learning Design optimization Design techniques Designers Efficiency Floorplans Graph neural networks Layouts Mathematical programming Neural networks Optimization Residential buildings Residential development Sparsity Spatial data Spatial distribution Sustainable development
ISSN:	2158-107X, 2156-5570
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