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An interactive generative abstraction system for the archetype-based pre-ideation process (IGATY)

  • Joori Suh
Abstract

Archetype in Greek means an original basis that prevails in all later forms. In the field of design, types and archetypes have been used as analytical tools; unfortunately, they have not been perceived as promising prospects in the search for creative ideas, and the dynamic transformative quality embedded in archetypes has not been fully utilized in the ideation process. This research is an exploration of re-establishing the value of implementing archetypes as generative abstractions in the initial phase of the ideation process. The fundamental structure of archetypes was redefined based on the dual structure of a core signal and a peripheral, and an interactive genetic algorithm (IGA) was implemented to visualize the transformative quality embedded in archetypes. In order to emphasize the experiential property of archetypes, the proposed system was designed to offer users the opportunity to view their exploration in a virtual environment (VE). Emphasis was placed on the artful use of technology in the pre-logical stage of the ideation process based on the theory of archetypes. This paper reports on the results from the experiment based on six museum archetypes focusing on (1) the system’s generative quality; (2) the synthesis $+$ evolution function; and (3) VE integration.

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Copyright
Distributed as Open Access under a CC-BY-NC-ND 4.0 license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Corresponding author
Email address for correspondence: joorisuh@gmail.com
References
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Avila, L. & Bailey, M. 2014 Virtual reality for the masses. IEEE Computer Graphics and Applications 34 (5), 103104. doi:10.1109/MCG.2014.103.
Bäck, T., Fogel, D. B. & Michalewicz, Z(Eds) 2000 Evolutionary Computation 1: Basic Algorithms and Operators, vol. 1. CRC Press.
Bentley, P. & Corne, D.(Eds) 2002 Creative Evolutionary Systems. Morgan Kaufmann.
Biles, J. A. 1994 GenJam: A genetic algorithm for generating jazz solos. Proceedings of the International Computer Music Conference. pp. 131137; retrieved from http://scholar.google.com/scholar?hl=en&btnG=Search&q=intitle:GenJam:+A+genetic+algorithm+for+generating+jazz+solos#0/nhttp://igm.rit.edu/∼jabics/GenJam94/Paper.html.
Boden, M. A. 1998 Creativity and artificial intelligence. Artificial Intelligence 103 (1), 347356.
Bohigas, O. 1985 Ten opinions on the type. Casabella 509–510, 97.
Brill, M.1994 Archetypes as a Natural Language for Place Making in K. A. Franck et al. (Eds.) Ordering Space: Types in Architecture and Design, pp. 61–78. Van Nostrand Reinhold.
Carpendale, M. S. T., Cowperthwaite, D. J. & Fracchia, F. D. 1997 Extending distortion viewing from 2D to 3D. IEEE Computer Graphics and Applications 17 (4), 4251. doi:10.1109/38.595268.
Das, S., Franguidakis, T., Papka, M., DeFanti, T. A. & Sandin, D. J. 1994 A genetic programming application in virtual reality. In Proceedings of the first IEEE Conference on Evolutionary Computation, vol. 1, pp. 480484; IEEE World Congress on Computational Intelligence.
De Carlo, G. 1985 Notes on the uncontrollable ascent of typology. Casabella 509–510, 4652.
Drettakis, G., Roussou, M., Reche, A. & Tsingos, N. 2007 Design and evaluation of a real-world virtual environment for architecture and urban planning. Presence: Teleoperators and Virtual Environments 16 (3), 318332; retrieved from Library DrettakisRoussou2007.pdf.
Fasoulaki, E.2007 Genetic algorithms in architecture: a necessity or a trend? In 10th Generative Art International Conference, Milan, Italy.
Galanter, P. 2010 The problem with evolutionary art is…. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), LNCS, vol. 6025, pp. 321330.
Gero, J. S. 1994 Computational models of creative design processes. In Artificial Intelligence and Creativity (ed. Dartnall, T.), pp. 269281. Kluwer Academic Publishers.
Gregotti, V. 1985 The grounds of typology. Casabella 509–510, 47.
Gudwin, R., Moroni, A., von Zuben, F. & Manzolli, J. 2000 Vox Populi: an interactive evolutionary system for algorithmic music composition. Leonardo Music Journal 10 (1), 4954. doi:10.1162/096112100570602.
Güney, Y. I. 2007 Type and typology in architectural discourse. BAÜ FBE Dergisi 9 (1), 318.
Hillier, B. & Leaman, A. 1974 How is design possible? Journal of Architectural and Planning Research 3 (1), 411.
Holland, J. H. 1975 Adaptation in Natural and Artificial Systems: an Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. University of Michigan Press.
Horowitz, D. 1994 Generating rhythms with genetic algorithms. AAAI 94, 1459.
Horváth, I. 2005 On some crucial issues of computer support of conceptual design what to consider in order to be successful. In Product Engineering: Eco-Design, Technologies and Green Energy, pp. 123142.
Jennings, J. 2007 A case for a typology of design: the interior archetype project. Journal of Interior Design 32 (3), 4868.
Kefi, M., Richard, P. & Barichard, V. 2011 Use of virtual reality and constraint programming techniques in interactive 3D objects layout. In Proceedings of the 19th International Conference in Central Europe on Computer Graphics, Visualizaion, and Computer Vision (ed. Skala, V.), pp. 5154. University of West Bohemia.
Knight, T. & Stiny, G. 2015 Making grammars: from computing with shapes to computing with things. Design Studies 41, 828. doi:10.1016/j.destud.2015.08.006.
Kubler, G. 1962 The Shape of Time, Remarks on the History of Things. Yale University Press.
Mens, T., Serebrenik, A. & Cleve, A. 2014 Evolving Software Systems. Springer.
Merleau-Ponty, M. 2004 Eye and mind from the primacy of perception (D.B. Allison, Trans.). In Maurice Merleau-Ponty Basic Writings (ed. Baldwin, T.), pp. 290324. Northwestern University Press (Original work published 1961).
Nelson, G. L. 1993 Sonomorphs: an application of genetic algorithms to the growth and development of musical organisms. In Proceedings of the Fourth Biennial Art and Technology Symposium, vol. 155, pp. 155169.
Okudan, G. E. & Tauhid, S. 2008 Concept selection methods–A literature review from 1980 to 2008. International Journal of Design Engineering 1 (3), 243277.
Oxman, R. 2006 Theory and design in the first digital age. Design Studies 27 (3), 229265. doi:10.1016/j.destud.2005.11.002.
Portoghesi, P. 1968 Dizionario Enciclopedico d’Architettura e Urbanistica, Ist. Editoriale Romano. p. 138.
Potter, W. J. 1996 An Analysis of Thinking and Research About Qualitative Methods. Psychology Press.
Putnam, J. 2001 Art and Artifact: The Museum as Medium. Thames & Hudson.
Ramsden, J. 2009 Bioinformatics: An Introduction, vol. 10. Springer.
Root-Bernstein, R. S. 2002 Aesthetic cognition. International Studies in the Philosophy of Science 16 (1), 6177. doi:10.1080/02698590120118837.
Schön, D. A. 1988 Designing: Rules, types and words. Design Studies 9 (3), 181190.
Sims, K. 1993 Interactive evolution of equations for procedural models. The Visual Computer 9 (8), 466476. doi:10.1007/BF01888721.
Suh, J.2004 Theory briefs: contemporary interior design in museums and exhibition spaces (unpublished thesis), Cornell University.
Suh, J.2015 IGATY: an archetype-based interactive generative abstraction system focusing on museum interior archetypes (doctoral dissertation), Iowa State University.
Takagi, H. 2001 Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation. In Proceedings of the IEEE, vol. 89, (9), pp. 12751296.
Thiis-Evensen, T. 1987 Archetypes in Architecture. Scandinavian University Press.
Thoring, K. & Müller, R. M. 2011 Understanding the creative mechanisms of design thinking: an evolutionary approach. In Proceedings of the Second Conference on Creativity and Innovation in Design, pp. 137147.
Tuhus-Dubrow, D. & Krarti, M. 2010 Genetic-algorithm based approach to optimize building envelope design for residential buildings. Building and Environment 45 (7), 15741581. doi:10.1016/j.buildenv.2010.01.005.
Unemi, T. & Nakada, E. 2001 A support system for music composition based on simulated breeding. In Proceedings of the 28th Intelligent System Symposium, pp. 141146. Society for Instrument and Control Engineers.
Van Kemenade, C. H., Kok, J. N. & Eiben, A. E. 1995 Raising GA performance by simultaneous tuning of selective pressure and recombination disruptiveness. In Evolutionary Computation, 1995. IEEE International Conference on, vol. 1, p. 346. IEEE.
Yip, K. Y., Patel, P., Kim, P. M., Engelman, D. M., Mcdermott, D. & Gerstein, M. 2008 An integrated system for studying residue coevolution in proteins. Bioinformatics 24 (2), 290292. doi:10.1093/bioinformatics/btm584.
Zorriassatine, F., Wykes, C., Parkin, R. & Gindy, N. 2003 A survey of virtual prototyping techniques for mechanical product development. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 217 (4), 513530. doi:10.1243/095440503321628189.
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