CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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authors Caldas, Luisa G. and Norford, Leslie K.
year 1999
title A Genetic Algorithm Tool for Design Optimization
source Media and Design Process [ACADIA 99 / ISBN 1-880250-08-X] Salt Lake City 29-31 October 1999, pp. 260-271
summary Much interest has been recently devoted to generative processes in design. Advances in computational tools for design applications, coupled with techniques from the field of artificial intelligence, have lead to new possibilities in the way computers can inform and actively interact with the design process. In this paper we use the concepts of generative and goal-oriented design to propose a computer tool that can help the designer to generate and evaluate certain aspects of a solution towards an optimized behavior of the final configuration. This work focuses mostly on those aspects related to the environmental performance of the building. Genetic Algorithms are applied as a generative and search procedure to look for optimized design solutions in terms of thermal and lighting performance in a building. The Genetic Algorithm (GA) is first used to generate possible design solutions, which are then evaluated in terms of lighting and thermal behavior using a detailed thermal analysis program (DOE2.1E). The results from the simulations are subsequently used to further guide the GA search towards finding low-energy solutions to the problem under study. Solutions can be visualized using an AutoLisp routine. The specific problem addressed in this study is the placing and sizing of windows in an office building. The same method is applicable to a wide range of design problems like the choice of construction materials, design of shading elements, or sizing of lighting and mechanical systems for buildings.
series ACADIA
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100%; open Camp, C., Pezeshk, S. and Cao., G. (1998) Find in CUMINCAD Optimized design of two-dimensional structures using a genetic algorithm , Journal of Structural Engineering, Vol. 124 (5), pp. 551-559

100%; open Damsky, J. and Gero, J. (1997) Find in CUMINCAD An evolutionary approach to generating constraint-based space layout topologies , Junge, R. (ed.), CAAD Futures 1997 (pp. 855-874), Kluwer, Dordrecht

100%; open Dickinson, S. and Bradshaw, A. (1995) Find in CUMINCAD Genetic Algorithm Optimization and Scheduling for Building Heating Systems , Genetic Aigorithms in Engineering Systems: Innovations and Applications, 1214 September 1995, (pp. 106-111), University of Sheffield: Conference Publication No. 414, Institution of Electrical Engineers

100%; open Galante, M. (1996) Find in CUMINCAD Genetic algorithm as an approach to optimize real-world trusses , International Journal for Numerical Methods in Engineering, Vol. 39, pp. 361-382

100%; open Gero, J. and Kazakov, V. (1998) Find in CUMINCAD Evolving Design Genes in Space Layout Problems , Artificial Inteilligence in Engineering, Vol. 12 (3), pp. 163-176

100%; open Goldberg, D. (1989) Find in CUMINCAD Genetic Algorithms in Search , Optimization and Machine Learning, Addison-Wesley Publishing Company

100%; open Grefenstette, J. (1986) Find in CUMINCAD Optimization of control parameters for genetic algorithms , IEEE Transactions on Systems, Man and Cybernetics, SMC16 (1), pp. 122-128

100%; open Huang, W. and Lam, H. (1997) Find in CUMINCAD Using genetic algorithms to optimize controller parameters for HVAC systems , Energy and Buildings 26, pp. 277-282

100%; open Ishida, R. and Sugiyama, Y. (1995) Find in CUMINCAD Proposal of constructive algorithm and discrete shape design of the strongest column , AIAA Journal, Vol. 33 (3), pp. 401-406

100%; open Jo, J. and Gero, J. (1998) Find in CUMINCAD Space layout planning using an evolutionary approach , Artificial Intelligence in Engineering, Vol. 12 (3), pp. 149-162

100%; open Krishnakumar, K. (1989) Find in CUMINCAD Micro-genetic algorithms for stationary and non-stationary function optimization , Rodriguez, G. (Ed.), Intelligent Control and Adaptive Systems, 7-8 November (pp. 289-296), Philadelphia, Pennsylvania: SPIE - The International Society for Optical Engineering

100%; open Marcelin, J., Trompette, P. and Dornberger, R. (1995) Find in CUMINCAD Optimization of composite beam structures using a genetic algorithm , Structural optimization, Vol.9 (No.3-4), pp. 236-244

100%; open Monks, M., Oh, B. and Dorsey, J. (1998) Find in CUMINCAD Audioptimization: Goal based acoustic design , MIT Technical Report MIT-LCS-TM-588

100%; open O'Reilly, U. and Ramachandron, G. (1998) Find in CUMINCAD A preliminary investigation of evolution as a form design strategy , Adami, C., Belew, R., Kitano, H.& Taylor, C., (Eds.), Proceedings of the Sixth lntemational Conference on Artificial Life, MIT Press

100%; open Phom, D. and Onder, H. (1992) Find in CUMINCAD A knowledgebased system for optimizing workplace layouts using a genetic algorithm , Ergonomics, Vol. 35 (12), pp. 1479-1487

100%; open Radford, A. and Gero, J. (1978) Find in CUMINCAD A dynamic programming approach to the optimum lighting problem , Engineering Optimization, Vol. 3 (2), pp. 71-82

100%; open Radford, A. and Gero, J. (1978) Find in CUMINCAD On the design of Windows, Environment and Planning B , Vol. 6 (1), pp. 41-45

100%; open Selkowitz, S., Kim, J., Navvab, M. and Winkelman, F. (1982) Find in CUMINCAD The DOE-2 and Superlite Daylighting Programs , Passive 82, The National Passive Solar Conference, August 29-September 3, Knoxville TN

100%; open Simulation Research Group (1993) Find in CUMINCAD DOE-2 Supplement - Version 2. 1E , Lawrence Berkeley National Laboratory, LBL-34946

100%; open Sullivan, R., Arosteh, D., Papamichael, K., and Kim, J., Johnson, R., Selkowitz, S. and McCluney, R. (1988) Find in CUMINCAD An Indices Approach for Evaluating the Performance of Fenestration Systems in Nonresidential Buildings , ASHRAE Transactions, Vol. 94 (Part 2)

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