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

Baizhou Zhang, Biao Li

Front. Archit. Res. ›› 2025, Vol. 14 ›› Issue (1) : 282-294.

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Front. Archit. Res. ›› 2025, Vol. 14 ›› Issue (1) : 282-294. DOI: 10.1016/j.foar.2024.07.002
RESEARCH ARTICLE

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

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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 userspecified 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.

Keywords

Computer-aided architectural design / Layout design / Linear shopping centre / Procedural generation / Rule-based

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Baizhou Zhang, Biao Li. From knowledge encoding to procedural generation for early-stage layout design: A case of linear shopping centres. Front. Archit. Res., 2025, 14(1): 282‒294 https://doi.org/10.1016/j.foar.2024.07.002

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2025 The Author(s). Publishing services by Elsevier B.V. on behalf of Higher Education Press and KeAi.
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