id |
ijac201816304 |
authors |
Miao, Yufan; Reinhard Koenig, Katja Knecht, Kateryna Konieva, Peter Buš and Mei-Chih Chang |
year |
2018 |
title |
Computational urban design prototyping: Interactive planning synthesis methods—a case study in Cape Town |
source |
International Journal of Architectural Computing vol. 16 - no. 3, 212-226 |
summary |
This article is motivated by the fact that in Cape Town, South Africa, approximately 7.5 million people live in informal settlements and focuses on potential upgrading strategies for such sites. To this end, we developed a computational method for rapid urban design prototyping. The corresponding planning tool generates urban layouts including street network, blocks, parcels and buildings based on an urban designer’s specific requirements. It can be used to scale and replicate a developed urban planning concept to fit different sites. To facilitate the layout generation process computationally, we developed a new data structure to represent street networks, land parcellation, and the relationship between the two. We also introduced a nested parcellation strategy to reduce the number of irregular shapes generated due to algorithmic limitations. Network analysis methods are applied to control the distribution of buildings in the communities so that preferred neighborhood relationships can be considered in the design process. Finally, we demonstrate how to compare designs based on various urban analysis measures and discuss the limitations that arise when we apply our method in practice, especially when dealing with more complex urban design scenarios. |
keywords |
Procedural modeling, spatial synthesis, generative design, urban planning |
series |
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Bringmann O., Ecker W., Gerstlauer A. et al. (2015)
The next generation of virtual prototyping: ultra-fast yet accurate simu- lation of HW/SW systems
, Proceedings of the design, automation & test in Europe conference & exhibition, Grenoble, 9–13 March 2015, pp. 1698–1707. New York: IEEE
|
|
|
|
Hansen D., Shneiderman B., Smith M.A. (2010)
Analyzing social media networks with NodeXL: Insights from a connected world
, Burlington, USA: Morgan Kaufmann
|
|
|
|
Koenig R. (2015)
Urban design synthesis for building layouts based on evolutionary many-criteria optimization
, Int J Archit Comput; 13: 257–269
|
|
|
|
Koenig R. (2015)
CPlan: An open source library for computational analysis and synthesis
, Martens B., Wurzer G., Grasl T., et al. (eds) Real Time Extending the Reach of Computation: Proceedings of the 33rd eCAADe Conference. Vienna, Austria: Vienna University of Technology
|
|
|
|
Koenig R. and Knecht K. (2014)
Comparing two evolutionary algorithm based methods for layout generation: dense packing versus subdivision
, AI EDAM; 28: 285–299
|
|
|
|
Koenig R., Treyer L. and Schmitt G. (2013)
Graphical smalltalk with my optimization system for urban planning tasks
, Stouffs R, Sariyildiz S (eds) Computation & Performance: Proceedings of the 31st eCAADe Conference. Delft, Netherlands: Delft University of Technology
|
|
|
|
Malik S.M., Lin J. and Goldenberg A.A. (2006)
Virtual prototyping for conceptual design of a tracked mobile robot
, Proceedings of the Canadian conference on electrical and computer engineering, Ottawa, ON, Canada, 7–10 May 2006, pp. 2349–2352. New York: IEEE
|
|
|
|
Moore A.W. (1991)
An intoductory tutorial on kd-trees
, Cambridge: Citeseer
|
|
|
|
Reinhardt S.K., Hill M.D., Larus J.R. et al. (1993)
The Wisconsin Wind Tunnel: virtual prototyping of parallel computers
, New York: ACM
|
|
|
|
Rix J., Haas S., Teixeira J. (1994)
Virtual prototyping: Virtual environments and the product design process
, London, UK: Chapman & Hall
|
|
|
|
Russell S.J. and Norvig P. (2016)
Artificial intelligence: a modern approach
, Malaysia: Pearson Education Limited
|
|
|
|
Sevtsuk A. (2014)
Location and agglomeration: the distribution of retail and food businesses in dense urban environments
, J Plan Educ Res; 34: 374–393
|
|
|
|
Song P., Krovi V., Kumar V. et al. (1999)
Design and virtual prototyping of human-worn manipulation devices
, Proceedings of the design engineering technical conference , ftp://swanson.seas.upenn.edu/pub/kumar/papers/1999/ DETC99_CIE_9029.pdf (accessed 12 July 2018)
|
|
|
|
Turner A. (2001)
Angular analysis
, Peponis J, Wineman JD, Bafna S (eds) Proceedings of the 3rd international symposium on space syntax. Georgia, Atlanta, USA: Georgia Institute of Technology, 2001, pp. 30–31
|
|
|
|
Turner A. (2007)
From axial to road-centre lines: a new representation for space syntax and a new model of route choice for transport network analysis
, Environ Plann B; 34: 539–555
|
|
|
|
Wang G.G. (2002)
Definition and review of virtual prototyping
, J Comput Inf Sci Eng; 2: 232–236
|
|
|
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last changed |
2019/08/07 14:03 |
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