Generative urban design: A systematic review on problem formulation, design generation, and decision-making

F Jiang, J Ma, CJ Webster, AJF Chiaradia, Y Zhou… - Progress in …, 2024 - Elsevier
Urban design is the process of designing and shaping the physical forms of cities, towns,
and suburbs. It involves the arrangement and design of street systems, groups of buildings …

On big data, artificial intelligence and smart cities

Z Allam, ZA Dhunny - Cities, 2019 - Elsevier
Cities are increasingly turning towards specialized technologies to address issues related to
society, ecology, morphology and many others. The emerging concept of Smart Cities highly …

Generative systems in the architecture, engineering and construction industry: A systematic review and analysis

S BuHamdan, A Alwisy… - International Journal of …, 2021 - journals.sagepub.com
Researchers have been extensively exploring the employment of generative systems to
support design practices in the architecture, engineering and construction industry since the …

Hybrid evolutionary algorithm applied to automated floor plan generation

M Nisztuk, PB Myszkowski - International Journal of …, 2019 - journals.sagepub.com
The article presents the application of Hybrid Evolutionary and Greedy-based algorithms to
the problem of Automated Floor Plan Generation. The described optimization issue is part of …

A parametric framework to assess generative urban design proposals for transit-oriented development

X Huang, W Yuan, M White, N Langenheim - Buildings, 2022 - mdpi.com
Urban design has been valuable in bringing the principles of transit-oriented development
(TOD) into reality. However, a majority of recommendations summarized by scholars for …

The city of tomorrow from… the data of today

G Agugiaro, FGG González, R Cavallo - ISPRS International Journal of …, 2020 - mdpi.com
In urban planning, a common unit of measure for housing density is the number of
households per hectare. However, the actual size of the physical space occupied by a …

The application of deep generative models in urban form generation based on topology: a review

B Lin, W Jabi, P Corcoran, S Lannon - Architectural Science …, 2024 - Taylor & Francis
Integrating deep generative models into urban form generation is an innovative and
promising approach to support the urban design process. However, most deep generative …

An interactive method for generating and evaluating urban design alternatives in early design stages

A Talmor Blaistain… - … and Planning B: Urban …, 2024 - journals.sagepub.com
The field of generative design strives to enable the automated generation of multiple
suitable urban design alternatives. However, quantitative analysis is typically conducted in …

Procedural modeling of buildings composed of arbitrarily-shaped floor-plans: Background, progress, contributions and challenges of a methodology oriented to …

T Adão, L Pádua, P Marques, JJ Sousa, E Peres… - Computers, 2019 - mdpi.com
Virtual models' production is of high pertinence in research and business fields such as
architecture, archeology, or video games, whose requirements might range between …

The definition of syntactic types: The generation, analysis, and sorting of universes of superblock designs

C Feng, J Peponis - … and Planning B: Urban Analytics and …, 2020 - journals.sagepub.com
Syntactic types are defined as sets of designs with particular properties. We are specifically
interested in the definition of deformed grids, a particular type of street network internal to …