id |
caadria2010_012 |
authors |
Gu, Ning; Vishal Singh and Kathryn Merrick |
year |
2010 |
title |
A framework to integrate generative design techniques for enhancing design automation |
doi |
https://doi.org/10.52842/conf.caadria.2010.127
|
source |
Proceedings of the 15th International Conference on Computer Aided Architectural Design Research in Asia / Hong Kong 7-10 April 2010, pp. 127-136 |
summary |
This paper presents and demonstrates a computational framework that facilitates the integration of different generative design techniques to enhance design automation. The framework is based on the evaluation and comparison of four main generative design algorithms. Effectiveness of the framework is demonstrated through an example scenario. Compared to most existing generative design systems that are based on one of the techniques, which often bias the generative design process in a certain direction, new generative design systems by applying the proposed framework will provide the trigger at each stage as demonstrated in the example scenario for the designer to perceive the emergent designs from different viewpoints. This advantage will enhance design generation and automation by assisting the designer in making more informed decisions in understanding and selecting the suitable generative techniques for different design needs. |
keywords |
Generative design systems; shape grammars; L-systems; cellular automata; genetic algorithms |
series |
CAADRIA |
email |
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full text |
file.pdf (80,020 bytes) |
references |
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Alfonseca, M. and Ortega, A. (2000)
Representation of some cellular automata by means of equivalent L-systems
, Complexity international, 7
|
|
|
|
Caldas, L. G. (2001)
An evolution-based generative design system: using adaptation to shape architectural form
, PhD thesis, MIT, Boston
|
|
|
|
Duarte, J. P. (2005)
A discursive grammar for customizing mass housing: the case of Sizas houses at Malagueira
, Automation in construction, 14(2), 265275
|
|
|
|
Gero, J. S. and Kazakov, V. (1998)
Evolving design genes in space layout problems
, Artificial intelligence in engineering, 12(3), 163176
|
|
|
|
Gero, J. S. (1998)
Conceptual designing as a sequence of situated acts
, Artificial intelligence in structural engineering, Springer, Berlin, 165177
|
|
|
|
Halatsch, J., Kunze, A. and Schmitt, G. (2008)
Using shape grammars for master planning
, Proceedings of design computing and cognition 2008, 655673
|
|
|
|
Herr, C. and Kvan, T. (2005)
Using cellular automata to generate high-density building form
, Proceedings of CAAD Futures 2005, 249258
|
|
|
|
Holland, J.H. (1975)
Adaptation in natural and artifi cial systems
, Michigan University Press
|
|
|
|
Jacob, C. (1996)
Evolving evolution programs: genetic programming and L-systems
, Proceedings of genetic programming 1996, Stanford, 107115
|
|
|
|
Kelly, G. and McCabe, H. (2007)
Citygen: an interactive system for procedural city generation
, Proceedings of game design and technology 2007, 816
|
|
|
|
Krawczyk, R. (2002)
Experiments in architectural form generation using cellular automata
, Proceedings of eCAADe 2002
|
|
|
|
Lindenmayer, A. and Rozenberg, G. (1972)
Developmental systems and languages
, Proceedings of ACM symposium 1972, Denver, Colorado, ACM, 214221
|
|
|
|
Lindenmayer, A. (1968)
Mathematical models for cellular interaction in development, I. Filaments with one-sided inputs
, Journal of theoretical biology, 18, 280289
|
|
|
|
Mueller, P., Wonka, P., Haegler, S., Ulmer, A. and Gool, L.V. (2006)
Procedural modeling of buildings
, ACM transactions on graphics, 25(3), 614623
|
|
|
|
Parish, Y. I. H. and Muller, P. (2001)
Procedural modeling of cities
, Proceedings of SIGGRAPH 2001, 301308
|
|
|
|
Schφn, D. (1992)
Designing as a refl ective conversation with the materials of a design situation
, Knowledge-Based Systems, 5(1), 314
|
|
|
|
Speller, T. H., Whitney, D. and Crawley, E. (2007)
Using shape grammar to derive cellular automata rule patterns
, Complex systems, 17, 79102
|
|
|
|
Stiny, G. and Gips, J. (1972)
Shape grammars and the generative specifi cation of painting and sculpture
, Proceedings of information processing 1972, Amsterdam, North Holland
|
|
|
|
Stiny, G. and Mitchell, W.J. (1978)
Palladian grammar
, Environment and planning B, 5, 518
|
|
|
|
Stiny, G. (1980)
Introduction to shape grammars
, Environment and planning B, 7, 343351
|
|
|
|
last changed |
2022/06/07 07:51 |
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