Generative design experiments with artificial intelligence: reinterpretation of shape grammar

IF 1.5 4区 经济学 0 ARCHITECTURE Open House International Pub Date : 2023-08-03 DOI:10.1108/ohi-04-2023-0079
T. Çelik
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Abstract

Purpose“Can artificial intelligence produce architectural plan schemes?” discussion is the starting point of this study. The aim of this paper is to question whether this will be a new method in architectural design by producing plans with artificial intelligence interfaces working with human–computer interaction and to create a discussion environment.Design/methodology/approachThe main research topic is the evaluation of architectural design decisions with the text-to-image generation AI algorithms method based on shape grammar rules. First, a sample space consisting of Palladio plans or plan diagrams was created. Plan diagram production experiments were made with different interfaces (Midjourney, Dall-e2, Stable Diffusion, Craiyon, Nightcafe), and alternative plan diagrams were recorded as outputs. The discussion of the outputs has been made over architectural design and space.FindingsIn the conceptual design phase of the architectural discipline and in the production of architectural plan scheme, AI algorithms are trending. This interaction imposes a new responsibility on architects. AI can create paradigm shifts in architectural processes with its tools with high data processing potential. On the other hand, in this study, it is emphasized that architecture is not just an act of producing visuals, but a functional act of producing visuals.Originality/valueThe technology is effective in producing architectural plans and directing them to artificial intelligence algorithms. With this study, multi-alternative architectural plan productions were tried with text-to-image bots with fast results. In this direction, a new method proposal has been developed for the conceptual design phase in architecture.
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人工智能的生成设计实验:形状语法的重新解释
“人工智能能产生建筑平面图吗?”的讨论是本研究的出发点。本文的目的是质疑这是否会成为建筑设计的一种新方法,通过与人机交互工作的人工智能界面制作计划,并创造一个讨论环境。设计/方法/途径主要研究课题是基于形状语法规则的文本到图像生成AI算法方法对建筑设计决策的评价。首先,创建一个由Palladio平面图或平面图组成的示例空间。用不同的接口(Midjourney、Dall-e2、Stable Diffusion、crayyon、Nightcafe)做平面图制作实验,记录备选平面图作为输出。在建筑设计和空间方面进行了讨论。在建筑学科的概念设计阶段和建筑平面方案的制作中,人工智能算法是趋势。这种相互作用给架构师带来了新的责任。人工智能可以通过其具有高数据处理潜力的工具在架构过程中创造范式转变。另一方面,在这项研究中,强调建筑不仅仅是一种产生视觉效果的行为,而是一种产生视觉效果的功能行为。该技术在生成建筑计划并将其引导到人工智能算法方面是有效的。在这项研究中,使用文本到图像的机器人尝试了多种可选的建筑平面图制作,结果很快。在这个方向上,在建筑的概念设计阶段提出了一种新的方法建议。
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来源期刊
CiteScore
2.30
自引率
18.20%
发文量
48
期刊介绍: The journal of an association of institues and individuals concerned with housing, design and development in the built environment. Theories, tools and pratice with special emphasis on the local scale.
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