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Architectural spatial layout planning using artificial intelligence
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AI
DOI：10.1016/j.autcon.2023.105019.png)
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Abstract
En 中文
Spatial layout planning in architecture requires a deep understanding of topological spatial relationships, yet the process remains repetitive and laborious for designers. However, advancements in artificial intelligence (AI) offer new perspectives through automated spatial layout planning (ASLP), diverging from traditional human-centered approaches. This paper employs quantitative and qualitative analyses, reviewing 589 journal articles from the past decade, to gain a comprehensive understanding of ASLP+AI. It also proposes future research directions, exploring image-based, graph-based, performance-based, and agent-based approaches. Contributions to the existing body of knowledge include advancing ASLP through AI methodologies while preserving architects as curators, with a broader impact on academia and industry in promoting AI applications for spatial layout planning.
Keywords:
Automated spatial layout planning
Machine learning
Literature review
Bibliometric review
Systematic review
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11.5
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