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Modelling the Emergence of Design Descriptions across Schemata

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  • R D Coyne

    (Design Computing Unit, Deportment of Architectural and Design Science, University of Sydney, Sydney, NSW 2006, Australia)

Abstract

An exploration of how connectionist systems can be used to model Important aspects of design reasoning is presented: the way design appears to involve memory; and a ‘holistic’ kind of reasoning by which designs appear to emerge from that memory. A simple connectionist system is used to demonstrate how information about schemata (in this case, subfloor construction types) is stored implicitly after the system is exposed to a number of specific examples. New schemata can emerge from this information. The paper includes a discussion of design, a comparison between a connectionist and a frame-based approach to representing design knowledge, a technical explanation of a connectionist system, and the demonstration of an implemented example.

Suggested Citation

  • R D Coyne, 1991. "Modelling the Emergence of Design Descriptions across Schemata," Environment and Planning B, , vol. 18(4), pages 427-458, December.
  • Handle: RePEc:sae:envirb:v:18:y:1991:i:4:p:427-458
    DOI: 10.1068/b180427
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