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supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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id ijac201513202
authors Su; Zhouzhou and Wei Yan
year 2015
title Creating and Improving a Closed Loop: Design Optimization and Knowledge Discovery in Architecture
source International Journal of Architectural Computing vol. 13 - no. 2, 123-142
summary This paper presents computational methods for creating and improving a closed loop of design optimization and knowledge discovery in architecture. It first introduces a design knowledge-assisted optimization improvement method with the technique - offline simulation - to reduce the computing time and improve the efficiency of the design optimization process utilizing architectural domain knowledge. It then describes a new design knowledge discovery system where design knowledge can be discovered from optimization through an automatic data mining approach. The discovered knowledge has the potential to further help improve the efficiency of the optimization method, thus forming a closed loop of improving optimization and knowledge discovery. The demonstration and validation of both methods are presented in the context of a case study with parametric form-finding for a nursing unit design with two design objectives: minimizing the nursesí travel distance and maximizing daylighting performance in patient rooms.
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100%; open Caban, J. J., Bagci, U., Mehari,A.,Alam, S., Fontana, J. R., Kato, G. J., and Mollura, D.J. (2012) Find in CUMINCAD Characterizing non-linear dependencies among pairs of clinical variables and imaging data , Engineering Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE (pp. 2700-2703), 2012,August

100%; open Lehmann, E. L., and Casella, G. (1998) Find in CUMINCAD Theory of point estimation (Vol. 31) , Springer Science & Business Media

100%; open Mackenzie, C.A. and Gero, J. S. (1987) Find in CUMINCAD Learning design rules from decisions and performances , Artificial Intelligence in Engineering, 2(1), 2-10

100%; open Piateski, G., and Frawley,W. (1991) Find in CUMINCAD Knowledge discovery in databases , MIT press

100%; open Radford,A. D. and J. S. Gero. (1987) Find in CUMINCAD Design by optimization in architecture, building, and construction , John Wiley and Sons, Inc

100%; open Rahmani Asl, M., Bergin, M., Menter, A., and Yan,W. (2014) Find in CUMINCAD BIM-based Parametric Building Energy Performance Multi- Objective Optimization , Proceedings of the Conference of Education and Research in Computer Aided Architectural Design in Europe (eCAADe), 2014, Northumbria University, UK

100%; open Reshef, D. N., Reshef,Y. A., Finucane, H. K., Grossman, S. R., McVean, G.,Turnbaugh, P. J., and Sabeti, P. C. (2011) Find in CUMINCAD Detecting novel associations in large data sets , Science, 334(6062), 1518-1524

100%; open Su, Z., and Yan,W. (2014) Find in CUMINCAD Improving Genetic Algorithm for Design Optimization Using Architectural Domain Knowledge , Proceedings of the Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA), Los Angeles, California, October 23-25, 2014

100%; open USGBC (2009) Find in CUMINCAD Green building design and construction , (2009 Edition ed.). Washington

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