Abstract
In a very loose and metaphorical way, creativity or innovation in design could be seen to correspond to natural evolution. Design styles and knowledge evolve over time. New designs and corresponding design knowledge are based on existing designs and design knowledge. If invention or discovery takes place by combining ideas (Goldberg, 1989), we can view creative design as a juxtaposition of designs or design styles that have worked well in the past. Such a juxtaposition can occur in a computational sense given a representation of designs and a set of operators for combining and changing designs. We present a model in which a generalized representation of previous designs is coupled with the genetic metaphor to provide a basis for creative design.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Coladjinni, B., de Grassi, M., di Manzo, M. and Naticchia, B.: 1991, Can planning be a research paradigm in architectural design?, in J. S. Gero (ed.), Artificial Intelligence in Design91, Butterworth-Heinemann, Oxford.
Fisher, D. H.: 1987, Knowledge acquisition via incremental conceptual clustering, Machine Learning, 2: 139–172.
Gero, J. S.: 1990, Design prototypes: A knowledge representation schema for design, AI Magazine, 11 (4): 26–36.
Gero, J. S., Maher, M. L. and Zhang, W.: 1988, Chunking structural design knowledge as prototypes, in J. S. Gero (ed.), Artificial Intelligence in Engineering: Design, Elsevier/CMP, Amsterdam, pp. 3–21.
Goldberg, D. E.: 1989, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading.
Hadamard, J.: 1949, The Psychology of Invention in the Mathematical Field, Princeton University Press.
Holland, J. H.: 1962, Concerning efficient adaptative systems, in Yovits, M. C., Jacobi, G. T. and Goldstein, G. D. (eds), Self-organizing Systems, Spartan Books, pp. 215–230.
Steadman, P.:1979, The Evolution of Designs, Biological Analogy in Architecture and Applied Arts, Cambridge University Press.
Tham, K. W., Lee, H. S. and Gero, J. S.: 1990, Building envelope design using design prototypes, AI in Building Design: Progress and Promise, ASHRAE Symposium, St. Louis, Missouri.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1994 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Alem, L., Maher, M.L. (1994). A Model of Creative Design Using a Genetic Metaphor. In: Dartnall, T. (eds) Artificial Intelligence and Creativity. Studies in Cognitive Systems, vol 17. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-0793-0_20
Download citation
DOI: https://doi.org/10.1007/978-94-017-0793-0_20
Publisher Name: Springer, Dordrecht
Print ISBN: 978-90-481-4457-0
Online ISBN: 978-94-017-0793-0
eBook Packages: Springer Book Archive