Learning while designing

Authors:
Gourabmoy Nath;John S. Gero
Affiliations:
Technology LABS, Amadeus S.A.S., 485 Route Du Pin Montard, Les Bouillides BP 69, 06902 Sophia Antipolis Cedex, France;Key Centre of Design Computing and Cognition, University of Sydney, Sydney, NSW 2006, Australia
Venue:
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Year:
2004

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Abstract

This paper describes how a computational system for designing can learn useful, reusable, generalized search strategy rules from its own experience of designing. It can then apply this experience to transform the design process from search based (knowledge lean) to knowledge based (knowledge rich). The domain of application is the design of spatial layouts for architectural design. The processes of designing and learning are tightly coupled.