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Construction of a distributed 3d interior design system Based on Artificial Intelligence Algorithms

Procedia Computer Science 2024年 243卷 450-457页

作者： Liang Xiang Junjie Hou Jianfeng Wang Lulu Liu TED Graduate School of Design Korea National University Seongbuk 02707 Seoul Korea College of Design Hanyang University Ansan Gyeonggi Province 02452 Korea

interior design is a complex system that includes many elements, such as user needs, spatial structure, material selection, color matching, lighting layout, etc. The relationships between them are complex and intricate. How to design space according to user needs is one of the most challenging issues in interior design. A distributed 3d interior design system based on artificial intelligence algorithms was adopted to address this issue. The system divided indoor spatial information into several subsets. It assigned subsets to various professional designers based on user needs, and generated multiple design schemes through artificial intelligence algorithms, which were then screened, modified, and optimized by each professional designer. In this way, designers from different professional backgrounds can personalized design the space according to their own understanding, thereby avoiding issues such as information fragmentation and low efficiency in traditional interior design. The results showed that the distributed 3d interior design system based on artificial intelligence algorithms can improve the overall performance from an average of 82.68% to 94.94%, effectively avoiding the problem of information fragmentation.

关键词： Artificial Intelligence Algorithm 3d interior design system distributed system Backpropagation Neural Network Support Vector Machine

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