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From knowledge encoding to procedural generation for early-stage layout design: A case of linear shopping centres

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Pubblicato in:Frontiers of Architectural Research vol. 14, no. 1 (Feb 2025), p. 282
Autore principale: Zhang, Baizhou
Altri autori: Li, Biao
Pubblicazione:
KeAi Publishing Communications Ltd
Soggetti:
Mathematical programming
Integer programming
Syntax
Genetic algorithms
Knowledge
Shopping centers
Neural networks
Quantitative analysis
Layouts
Algorithms
Architecture
Knowledge based engineering
Automation
Interaction parameters
Energy consumption
Architects
Prototypes
Coding
Efficiency
Design techniques
Case studies
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Abstract:This paper presents a rule-based procedural generation approach for layout design by design knowledge encoding. Taking linear shopping centres as example, the proposed method encodes the layout design elements of the walkway space, tenant areas, and staircases into generative rules based on geometric operations. The generative rules integrate the shopping centre layout's spatial patterns and geometric features and incorporate user-specified interaction parameters to form a generation tool prototype for early-stage layout design. The results show that the method can deal with the complex spatial elements of linear shopping centres and provide design references for architects, which helps combine generative algorithms with the design process.
ISSN:2095-2635
2095-2643
DOI:10.1016/j.foar.2024.07.002
Fonte:Materials Science Database