Abstract
Case-Based Reasoning (CBR) paradigm is very close to the designer behavior during the conceptual design, and seems to be a fruitable computer aided-design approach if a library of design cases is available. The goal of this paper is to presents the general framework of a case-based retrieval system: REPRO, that supports chemical process design. The crucial problems like the case representation and structural similarity measure are widely described. The presented experimental results and the expert evaluation shows usefulness of the described system in real world problems. The papers ends with discussion concerning research problems and future work.
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References
Bisson G. (1995). Why and How to Define a Similarity Measure for Object Based Representation Systems. In Towards Very Large Knowledge Bases, pp. 236–246, IOS Press, Amsterdam.
Douglas J. (1988). Conceptual Design of Chemical Processes. McGraw-Hill.
Gentner (1983). Structure-Mapping: A Theoretical Framework for Analogy. Cognitive Science, vol. 7, pp. 155–170.
Falkenhainer B., Forbus K., Gentner D. (1989). The Structure-Mapping Engine: Algorithms and Examples. Artificial Intelligence, vol. 41, no.1, pp. 1–64.
Fraga E. (1994) The Implementation of a Portable Object-Oriented Distributed Process Engineering Environment. Technical Report 1994-17. Department of Chemical Engineering, Edinburgh University.
Holyoak K., Thagard P. (1989). Analogical Mapping by Constraint Satisfaction. Cognitive Science, vol. 13, pp. 293–355.
Maher M. et al. (1995). Case-Based Reasoning in Design. Lawrence Erlbaum.
Maher P. (1993). A Similarity Measure for Conceptual Graphs. International Journal of Intelligent Systems, vol. 8, pp. 819–837.
Motard R. (1989). Integrated Computer-Aided Process Engineering. Computers & Chemical Engineering 13(11–12), 1199–1206.
Myaeng S., Lopez-Lopez A. (1992). Conceptual graph matching: a flexible algorithm and experiments. J.Expt, Theor. Artif. Intell., vol. 4, pp. 107–126.
Pu P. (1993). Introduction: Issues in Case-Based Design Systems. AI EDAM, 7(2), 79–85.
Rumbaugh J. et al. (1991). Object-Oriented Modeling and Design. Prentice-Hall.
Stephanopoulos G. (1987). Design-Kit: An Object-Oriented Environment For Process Engineering. Computers & Chemical Engineering 11(6), 655–674.
Surma J., Braunschweig B (1995). Reutilisation d'Etudes de Procedes. Proceed. of the XVII Conf. Int. des Industries de Procedes: INTERCHIME '95, Paris.
Surma J., Braunschweig B. (1996). Case-Based Retrieval in Process Engineering: Supporting Design by Reusing Flowsheets. Enginnering Applications of Artificial Intelligence, Special Issue: AI in Design Applications 9(4).
Surma J. (1996). REPRO ver.1.3. User Manual and Implementation. IFP Rapport — Juillet 1996.
Voss A. et al. (1994a). Similarity concepts and retrieval methods. FABEL Report No.13, Gesellschaft fur Mathematik und Datenverarbeitung mbH, Sankt Augustin.
Voss A. et al. (1994b). Retrieval of Similar Layouts-about a very hybrid approach in FABEL. Artificial Intelligence in Design '94, Gero J. and Sudweeks F. (eds.), Kluwer Academic Publ. 625–640.
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© 1996 Springer-Verlag Berlin Heidelberg
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Surma, J., Braunschweig, B. (1996). REPRO: Supporting flowsheet design by case-base retrieval. In: Smith, I., Faltings, B. (eds) Advances in Case-Based Reasoning. EWCBR 1996. Lecture Notes in Computer Science, vol 1168. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0020626
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DOI: https://doi.org/10.1007/BFb0020626
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