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Exploring case-Based building design—CADRE

Published online by Cambridge University Press:  27 February 2009

Kefeng Hua  and
Boi Faltings
Kefeng Hua
Affiliation:
Artificial Intelligence Laboratory, Swiss Federal Institute of Technology, INR-Ecublens, CH-1015 Lausanne, Switzerland
Boi Faltings
Affiliation:
Artificial Intelligence Laboratory, Swiss Federal Institute of Technology, INR-Ecublens, CH-1015 Lausanne, Switzerland
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Abstract

Case-based design promises important advantages over rule-based design systems. However, the actual implementation of the paradigm poses many problems which put the advantages into question. In our work on CADRE, a case-based building design system, we have encountered seven fundamental problems which we think are common to most case-based design systems. We describe the problems and the ways we either solved or worked around them in the CADRE system. This leads us to conclusions about the general applicability of case-based reasoning to building design.

Type
Research Article
Information
AI EDAM , Volume 7 , Issue 2 , May 1993 , pp. 135 - 143
Copyright
Copyright © Cambridge University Press 1993

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References

Birnbaum, L. and Collins, G. 1989. Remindings and engineering design themes: a case study in indexing vocabulary. Proceedings of Workshop on Case-based Reasoning, 47–51.Google Scholar
Buchberger, B. 1985. Groebner bases: an algorithmic method in polynomial ideal theory. In Progress, Directions and Open Problems in Multidimensional Systems Theory, ed. Bose, N. K.Dordrecht: Reidel, pp 184–232.CrossRefGoogle Scholar
Faltings, B. 1991. Case-based representation of architectural design knowledge. In Computational Intelligence, 3, ed. Cercone, Nick, Amsterdam: North-Holland, pp 273–281.Google Scholar
Fenves, S. J., Flemming, U., Hendrickson, C., Maher, M. L. and Schmitt, G. 1990. An integrated software environment for building design and construction. CAD 22 (1), 27–36.Google Scholar
Goel, A. K. and Kolodner, J. L. 1991. Towards a case-based tool for aiding conceptual design problem solving. Proceedings of Workshop on Case-based Reasoning, 109–120.Google Scholar
Golding, A. R. and Rosenbloom, P. S. 1991. Improving rule-based systems through case-based reasoning. AAAI, 1, 22–27.Google Scholar
Hammond, K. J. 1989a. Case-Based Planning. Boston: Academic Press.CrossRefGoogle Scholar
Hammond, K. J. 1989b. On functionality motivated vocabularies: an apologia. Proceedings of Workshop on Case-Based Reasoning, 52–56.Google Scholar
Hinrichs, T. R. 1991. Problem Solving in Open Worlds: A Case Study in Design. Ph.D. thesis, Georgia Institute of Technology.Google Scholar
Hua, K., Smith, I., Faltings, B., Shi, S. and Schmitt, G. 1992. Adaptation of spatial design cases. Second International Conference on Artificial Intelligence in Design. CMU, Pittsburgh, U.S.A., 559–575.Google Scholar
Kass, L., Leake, D. B. and Owens, C. C. 1986. SWALE: A Program that Explains. Explanations Patterns: Understanding Mechanically and Creatively. Hillsdale, NJ: Lawrence Erlbaum 232–254.Google Scholar
Kolodner, J. L. 1984. Retrieval and Organizational Strategies in Conceptual Memory: A Computer Model, Hillsdale, NJ: Lawrence Earlbaum.Google Scholar
Kolodner, J. L. 1989. Judging which is the best case for a case-based inference. Proceedings of Workshop on Case-based Reasoning, 77–81.Google Scholar
Maher, M. L. and Zhang, D. M. 1991. Case-based Reasoning in Design. In Artificial Intelligence in Design, ed. Gero, J. S.London: Butterworth-Heinemann, pp 137–150.Google Scholar
Owens, C. 1989. Plan transformations as abstract indices. Proceedings of Workshop on Case-based Reasoning, 62–65.Google Scholar
Rosenman, M. A., Gero, J. S. and Oxman, R. E. 1991. What's in a case: the use of case bases, knowledge bases and databases in design. Proceedings of CAAD Future 1991, Zurich, Switzerland, 263–278.Google Scholar
Samuel, A. L. 1959. Studies in machine learning using the game of checkers. IBM J. Research and Development 3, 210–229.CrossRefGoogle Scholar
Saund, E. 1989. Dimensionality-reduction using connectionist networks. IEEE Trans. PAMI 11, 304–314.CrossRefGoogle Scholar
Schank, R. C. 1982. Dynamic Memory: A Theory of Reminding and Learning in Computers and People. London: Cambridge University Press.Google Scholar
Schmitt, G. 1990. IBDE, VIKA, ARCHPLAN: architectures for design knowledge representation, acquisition and application. In Intelligent CAD II, eds Yoshikawa, H. and Holden, T.Amsterdam: North Holland, pp 289–308.Google Scholar
Sycara, K. P. and Navinchandra, D. 1991. Influences: a thermatic abstraction for creative use of multiple cases. Proceedings of Workshop on Case-based Reasoning, 133–144.Google Scholar
Sycara, K. P., Navinchandra, D. and Narasimhan, S. 1992. Parametric adaptation in case-based design. Workshop on Case-Based Design, CMU, Pittsburgh, U.S.A.Google Scholar
Wang, J. and Howard, H. C. 1991. A Design-dependent Approach to Integrated Structural Design. In Artificial Intelligence in Design ed. Gero, J. S.London: Heinemann, pp 151–170.Google Scholar