A generative evolutionary design method

Digital Creativity

Volumn 17, Issue 1, 2006, Pages 49-63

  Janssen, Patrick ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Design methods; Evolution; Generative evolutionary design; Genetic algorithm

Indexed keywords

DESIGN METHOD; DESIGN TEAM; EVOLUTION; EVOLUTIONARY DESIGN; EVOLUTIONARY RULES; EVOLUTIONARY SYSTEM; SECOND PHASE; SEEDING METHOD;

GENETIC ALGORITHMS;

DESIGN;

EID: 33645646670     PISSN: 14626268     EISSN: None     Source Type: Journal    
DOI: 10.1080/14626260600665736     Document Type: Article

References (33)

1. Bentley, P.(1996) Generic evolutionary design of solid objects using a genetic algorithm. In. University of Huddersfield. PhD
2. Broadbent, G.(1988) Design in architecture: Architecture and the human sciences. London: David Fulton Publishers.
3. Caldas, L.(2001) An evolution-based generative design system: Using adaptation to shape architectural form. In. Massachusetts Institute of Technology. PhD
4. Coates, P. and Broughton, T. and Jackson, H.(1999) Exploring three-dimensional design worlds using Lindenmayer Systems and Genetic Programming. In Evolutionary design by computers. (pp. 323-341). San Francisco CA: Morgan Kaufmann Publishers.
5. Cross, N.(1993) A history of design methodology. In Design methodology and relationships with science. (pp. 15-27). Dordrecht: Kluwer Academic Publishers.
6. Dasgupta, D. and Michalewicz, Z.(1997) Evolutionary algorithms in engineering applica-tions. Springer-Verlag.
7. Drake, J. (1979) The primary generator and the design process Design Studies, 1(1), pp. 36-44.
8. Fogel, D.(1995) Evolutionary computation: Towards a new philosophy of machine intelligence. IEEE Press.
9. Frazer, J.(1995) An evolutionary architecture. London: AA Publications.
10. Frazer, J.(2002). Creative design and the generative evolutionary paradigm.. In Creative evolutionary systems [pp. 253-274]..
11. Frazer, J. and Connor, J.(1979). A conceptual seeding technique for architectural design. Proceedings of International Conference on the Application of Computers in Architectural Design and Urban Planning (PArC79. In [pp. 425-434]..
12. Funes, P. and Pollack, J.(1999) Computer evolution of buildable objects. In Evolutionary design by computers. (pp. 387-403). San Francisco CA: Morgan Kaufmann Publishers.
13. Gould, S.(2000) Wonderful life: The Burgess Shale and the nature of history. London: Vintage.
14. Graham, P. and Frazer, J. and Hull, M.(1993). The application of genetic algorithms to design problems with ill-defined or conflicting criteria. Proceedings of Conference on Values and (In) Variants. In [pp. 61-75]..
15. Holland, J.(1975) Adaptation in natural and artificial systems. University of Michigan Press. Ann Arbor
16. Jaanusson, V. (1981) Functional thresholds in evolutionary progress Lethaia, 14, pp. 251-260.
17. Janssen, P.(2004) A design method and a computational architecture for generating and evolving building designs. In. School of Design Hong Kong Polytechnic University. PhD
18. Janssen, P. (2006) The role of preconceptions in design: Some implications for the development of computational design tools The International Journal of Architectural Computing, 3(4), pp. 449-470. 2006
19. Janssen, P. and Frazer, J. and Tang, M-X.(2005). A computational system for generating and evolving building designs. Proceedings of the Tenth Conference on Computer Aided Architectural Design Research in Asia (CAADRIA 2005. In [pp. 463-474]..
20. Janssen, P. and Frazer, J. and Tang, M-X.(2006). A framework for generating and evolving building designs. Proceedings of the Second International Conference on Design Computing and Cognition (DCC'06. In [pp.].. to appear
21. Koza, J.(1992) Genetic programming: On the programming of computers by means of natural selection. Cambridge MA: MIT Press.
22. Lawson, B.(1997) How designers think: The design process demystified, 3rd edn. Oxford: Architectural Press.
23. Mitchell, W.(1994) Three paradigms for computer-aided design. In Knowledge-based computer-aided architectural design. (pp. 379-388). Elsevier Science BV.
24. Monks, M. and Oh, B. and Dorsey, J. (2000) Audioptimization: Goal-based acoustic design IEEE Computer Graphics and Applications, 20(3), pp. 76-91.
25. Obayashi, S. and Sasaki, D. and Takeguchi, Y. and Hirose, N. (2000) Multiobjective evolutionary computation for supersonic wing-shape optimization IEEE Transactions on Evolutionary Computation, 4(2), pp. 182-187.
26. Rasheed, K.(1998) GADO: A genetic algorithm for continuous design optimization. In. New Brunswick NJ: Rutgers University. PhD, [Technical Report DCS-TR-352]
27. Rechenberg, I.(1973) Evolutionstrategie: Optimierung Technisher Systeme nach Prinzipien der Biologischen Evolution. Stuttgart: Frommann-Holzboog Verlag.
28. Rosenman, M. (1996) An exploration into evolutionary models for non-routine design AID'96 Workshop on Evolutionary Systems in Design, pp. 33-38.
29. Rowe, P.(1987) Design thinking. Cambridge MA: MIT Press.
30. Runnegar, B.(1987) Rates and modes of evolution in the mollusca. In Rates of evolution. (pp. 39-60). London: Allen and Unwin.
31. Sasaki, D. and Morikawa, M. and Obayashi, S. and Nakahashi, K.(2001). Aerodynamic shape optimization of supersonic wings by adaptive range multiobjective genetic algorithms. Proceedings of Evolutionary Multi-Criterion Optimization: First International Conference, EMO 2001 ZurichSwitzerlandMarch2001. In [pp. 639-652].. Lecture Notes in Computer Science
32. Shea, K.(1997) Essays of discrete structures: Purposeful design of grammatical structures by directed stochastic search. In. Pittsburgh PA: Carnegie Mellon University. PhD
33. Sun, J.(2001) Application of genetic algorithms to generative product design support systems. In. Hong Kong Polytechnic University. PhD, School of Design