.png){kind=icon}
返回
GenFloor: Interactive generative space layout system via encoded tree graphs
.png){kind=icon}
OA
AI
DOI：10.1016/j.foar.2021.07.003.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Automated floorplanning or space layout planning has been a long-standing NP-hard problem in the field of computer-aided design, with applications in integrated circuits, architecture, urbanism, and operational research. In this paper, we introduce GenFloor, an interactive design system that takes geometrical, topological, and performance goals and constraints as input and provides optimized spatial design solutions as output. As part of our work, we propose three novel permutation methods for existing space layout graph representations, namely O-Tree and B*-Tree representations. We implement our proposed floorplanning methods as a package for Dynamo, a visual programming tool, with a custom GUI and additional evaluation functionalities to facilitate designers in their generative design workflow. Furthermore, we illustrate the performance of GenFloor in two sets of case-study experiments for residential floorplanning tasks by (a) measuring the ability of the proposed system to find a known optimal solution, and (b) observing how the system can generate diverse floorplans while addressing given a constant residential design problem. Our results indicate that convergence to the global optimum is achieved while offering a diverse set of solutions of a residential floorplan corresponding to local optimums of the solution landscape. (C) 2021 Higher Education Press Limited Company. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd.
Keyword:
Generative design
Floorplanning
Optimization
Space layout
Performance-based design
Optioneering
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3.6
论文数:
819
被引数:
2.0K
机构
引用论文
Vertical Nonlinear Temperature Gradient and Temperature Load Mode of Ballastless Track in China.png)
Mathematics
OAAI
MathematicsIF0
OAAI分享收藏Promotion of Maternal–Infant Mental Health and Trauma-Informed Care During the COVID-19 PandemicOAAI
OAAI分享收藏分享收藏Pseudomonas infections among hospitalized adults in Latin America: a systematic review and meta-analysis拉丁美洲住院成人中铜绿假单胞菌感染：一项系统评价和荟萃分析
IF0
PREAI
分享收藏
查看更多内容