Artificial Intelligence as Research Methods in Urban Design

被引:0
|
作者
Choi, Hee Sun [1 ]
Zhang, Wang [1 ]
机构
[1] Hong Kong Polytech Univ, Sch Design, V902f, Hong Kong, Peoples R China
关键词
artificial intelligence; urban design; AI research tools and methods; AI algorithm capacity; AI paradigms; TRANSIT NETWORK DESIGN; GENETIC ALGORITHM; NEURAL-NETWORKS; FUZZY-LOGIC; OPTIMIZATION; HEURISTICS; MODELS; SOLAR; 3D;
D O I
10.1177/08854122241291820
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
This paper delves into the role of artificial intelligence (AI) in urban design, focusing on its capability to manage complex urban systems via paradigm classification and comparative analysis. It methodically explores how AI improves design generation, optimizes morphology, and simulates real-world scenarios, thereby enhancing design quality and efficiency throughout the urban design process. Furthermore, the study contributes to the development of comprehensive AI evaluation criteria, integrating both theoretical and practical perspectives to critically understand the advantages and limitations of AI in urban design applications.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Urban furniture design through the implementation of artificial intelligence and additive manufacturing
    Fernandez-Cordero, Alejandra
    Moreno-Sanchez, Daniel
    Molina, Sergio I.
    DYNA, 2025, 100 (02): : 130 - 136
  • [42] Artificial intelligence in research
    Greenwald, Noah F.
    SCIENCE, 2017, 357 (6346) : 29 - 29
  • [43] Design and Research of Dragonfly Robot under the Background of Artificial Intelligence
    Qin, Minchuan
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [44] Teaching of Artificial Intelligence Courses Based on Design Based Research
    Alatengsaqier
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 565 - 569
  • [45] Research on design forms based on artificial intelligence collaboration model
    Zhang, Zipeng
    Yin, Hu
    COGENT ENGINEERING, 2024, 11 (01):
  • [46] APPLICATION RESEARCH OF ARTIFICIAL INTELLIGENCE PSYCHOLOGY IN THE FIELD OF ART DESIGN
    Huang, Yuanhui
    Li, Ke
    MEDICINE, 2024, 103 (37)
  • [47] Research on Image Recognition and Visual Design Based on Artificial Intelligence
    Zhang Y.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [48] Research on Packaging Design Auxiliary System based on Artificial Intelligence
    Yin, Shi
    Liu, Minglai
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 2255 - 2258
  • [49] Research on Service Design of Garbage Classification Driven by Artificial Intelligence
    Zhang, Jingsong
    Yang, Hai
    Xu, Xinguo
    SUSTAINABILITY, 2023, 15 (23)
  • [50] Research on the Current Situation and Trends of Artificial Intelligence in Exhibition Design
    Yi, Xinyue
    Liu, Zhizheng
    CULTURE AND COMPUTING, C&C 2023, 2023, 14035 : 191 - 205