Blucher Design Proceedings
- Todas as edições
- Última edição
- Equipe de Produção
- ISSN 2318-6968
Learning about Parametric Model Behavior through Multi-Objective Optimization
Learning about Parametric Model Behavior through Multi-Objective Optimization
Artigo Completo:
This paper reports about a design process as a case study illustrating different levels of learning that seem required for successful computational design. The learning process occurred during a two-day workshop about parametric design with integrated analysis and multi-objective optimization. First, the design team needs to understand the behavior of the model in order to validate that the model behaves in a way that actually conforms with the project goals; second, the design team needs to learn about potential tradeoffs between different project goals, and thus understand the decisions that need to be made, or the additional problems that need to be solved in order to arrive at a better design solution.
This paper reports about a design process as a case study illustrating different levels of learning that seem required for successful computational design. The learning process occurred during a two-day workshop about parametric design with integrated analysis and multi-objective optimization. First, the design team needs to understand the behavior of the model in order to validate that the model behaves in a way that actually conforms with the project goals; second, the design team needs to learn about potential tradeoffs between different project goals, and thus understand the decisions that need to be made, or the additional problems that need to be solved in order to arrive at a better design solution.
Palavras-chave:
DOI: 10.5151/despro-sigradi2015-80328
Referências bibliográficas
- [1] Aish, R. and Woodbury, R. (2005). Multi-level Interaction in Parametric Design. In A. Butz, B. Fisher, A. Krüger and P.
- [2] Olivier (Eds.), Smart Graphics: Lecture Notes in Computer Science Volume 3638 (pp. 151-162). Berlin, Germany: Springer.
- [3] Bentley (2015a) GenerativeComponents from Bentley Systems: http://www.bentley.com/en-US/promo/Generative+Components.htm, accessed September 21, 2015.
- [4] Bentley (2015b) Darwin Optimization (version 0.91) by Dr. Z. Y. Wu, http://communities.bentley.com/communities/other_ communities/bentley_applied_research/w/bentley_applied_research__wiki/6584.aspx, accessed September 21, 2015.
- [5] Bleil De Souza, C. (2009). A critical and theoretical analysis of current proposals for integrating building thermal simulation tools into the building design process. Journal of Building Performance Simulation, 2:4, 283-297.
- [6] Bleil De Souza, C. (2012). Contrasting paradigms of design thinking: The building thermal simulation tool user vs. the building designer. Automation in Construction 22, 112–122
- [7] Flager, F., Soremekun, G., Welle, B., Haymaker, J. and Bansal, P. (2008). Multidisciplinary process integration and design optimization of a classroom building, CIFE Technical Report TR175, Stanford University.
- [8] Hopfe, C.J., Hensen, J.L.M. & Plokker, W. (2007). Uncertainty and sensitivity analysis for detailed design support. In Jiang, Yi (Ed.), Proceedings of the 10th IBPSA Building Simulation Conference (pp. 1799-1804), Beijing: Tsinghua University.
- [9] Hopfe, C.J. (2009). Uncertainty and sensitivity analysis in building performance simulation for decision support and design optimization, Dissertation at Technische Universiteit Eindhoven, The Netherlands.
- [10] Kolarevic, B. and Malkawi, A. (Eds.) (2005). Performative Architecture: Beyond Instrumentality. New York, NY: Spon Press.
- [11] Mueller, V. (2014). Second generation prototype of a design performance optimization framework. In Sidawi, Bhzad and Mallasi, Zaki (Eds.), Digital crafting – virtualizing architecture and delivering real built environment, Proceedings of the 7th ASCAAD conference (pp. 199-209). Jeddah, Kingdom of Saudi
- [12] Arabia: The Arab Society for Computer Aided Architectural Design.
- [13] Qian, C. (2009). Design Patterns: Augementing Design Practice in Parametric CAD Systems, PhD Thesis at Simon Fraser University, Surrey, BC, Canada.
- [14] Woodbury, R., Aish, R. and Kilian, A. (2007). Some Patterns for Parametric Modeling. In B. Lilley and P. Beesley, (Eds.), Proceedings of 27th ACADIA Conference (pp. 222-229). Halifax, NS, Canada: The Association for Computer Aided Design in Architecture
Como citar:
Mueller, Volker; "Learning about Parametric Model Behavior through Multi-Objective Optimization", p-405-413.
In: .
São Paulo: Blucher,
2015.
ISSN 23186968,
DOI 10.5151/despro-sigradi2015-80328
últimos 30 dias
101
downloads
207
visualizações
686
indexações
Sou autor desse trabalho
Você é citado neste trabalho?
Exportar citação - RefWork (RIS)
Copie a citação abaixo ou clique no botão Download para obter um arquivo com os dados
TY - CONF T1 - Learning about Parametric Model Behavior through Multi-Objective Optimization JO - Blucher Design Proceedings VL - 2 IS - 3 SP - 405 EP - 413 PY - 2015 T2 - XIX Congresso da Sociedade Ibero-americana de Gráfica Digital 2015 AU - SN - 23186968 DO - http://dx.doi.org/10.5151/despro-sigradi2015-80328 UR - www.proceedings.blucher.com.br/article-details/learning-about-parametric-model-behavior-through-multi-objective-optimization-22347 KW - ER -
Exportar citação - BibTeX(BIB)
Copie a citação abaixo ou clique no botão Download para obter um arquivo com os dados
@article{Mueller20144,
title="Learning about Parametric Model Behavior through Multi-Objective Optimization",
journal="Blucher Design Proceedings",
volume="2",
number="3",
pages="405 - 413",
year="2015",
note="",
issn="23186968",
doi="http://dx.doi.org/10.5151/despro-sigradi2015-80328",
url="www.proceedings.blucher.com.br/article-details/learning-about-parametric-model-behavior-through-multi-objective-optimization-22347",
author="Volker Mueller",
keywords="",
}
Exportar citação - Text(TXT)
Copie a citação abaixo ou clique no botão Download para obter um arquivo com os dados
Volker Mueller, Learning about Parametric Model Behavior through Multi-Objective Optimization, Blucher Design Proceedings, Volume 2, 2015, Pages 405-413, ISSN 23186968, http://dx.doi.org/10.5151/despro-sigradi2015-80328 (www.proceedings.blucher.com.br/article-details/learning-about-parametric-model-behavior-through-multi-objective-optimization-22347) Palavras-chave:: ;