Automated modelling: A discussion and review

Knowledge Engineering Review

Volumn 11, Issue 2, 1996, Pages 137-160

  Xia, S ^a   Smith, N ^a  

^a DE MONTFORT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED MODELLING; BOND GRAPHS; COMPUTER MODELLING TOOLS; QUALITATIVE REASONING; SYSTEMS DYNAMICS;

AUTOMATION; COMPUTER AIDED ANALYSIS; KNOWLEDGE ENGINEERING; SYSTEMS ENGINEERING;

COMPUTER SIMULATION;

EID: 0030170294     PISSN: 02698889     EISSN: None     Source Type: Journal    
DOI: 10.1017/s0269888900007803     Document Type: Review

References (30)

1. Addanki, S, Cremonini, R and Penberthy, JS, 1991. "Graphs of models" Artificial Intelligence 51 145-177.
2. Amsterdam, J, 1993. "Automated qualitative modelling of dynamic physical systems" PhD Thesis, MIT AI Lab, January.
3. Bunge, M, 1979. Causality and Modern Science Dover (Third edition).
4. Collins, A and Gentner, D, 1983. "Multiple models of evaporation processes" In: Proceedings Fifth Meeting of Cognitive Science Society-83 Lawrence Erlbaum. (Also in Weld & de Kleer, 1990, pp 508-512.)
5. Collins, A and Gentner, D, 1983. "Multiple models of evaporation processes" In: Proceedings Fifth Meeting of Cognitive Science Society-83 Lawrence Erlbaum. (Also in Weld & de Kleer, 1990, pp 508-512.)
6. De Kleer, J and Brown, JS, 1984. "A qualitative physics based on confluences" Artificial Intelligence 24 7-83.
7. de Vries, TJA and Breedveld, PC, 1992. "A model of the modelling process" In Breedveld & Dauphin-Tanguy (eds) Bond Graphs for Engineers 301-312.
8. Falkenhainer, B and Forbus, K, 1992. "Compositional modelling: finding the right model for the job" Artificial Intelligence 51 95-143.
9. Forbus, KD, 1984. "Qualitative process theory" Artificial Intelligence 24 85-168. (Also in: Weld & de Kleer, 1990, pp 178-219.)
10. Forbus, KD, 1984. "Qualitative process theory" Artificial Intelligence 24 85-168. (Also in: Weld & de Kleer, 1990, pp 178-219.)
11. Iwasaki, Y, and Simon, HA, 1986. "Causality in device behaviour" Artificial Intelligence 29 3-32. (Also in: Weld & de Kleer, 1990, pp 631-645.)
12. Iwasaki, Y, and Simon, HA, 1986. "Causality in device behaviour" Artificial Intelligence 29 3-32. (Also in: Weld & de Kleer, 1990, pp 631-645.)
13. Iwasaki, Y and Levy, AY, 1994. "Automated model selection for simulation" In: Proceedings AAAI-94 1183-1190.
14. Keuneke, A and Allemang, D, 1989. "Exploring the no-function-in-structure principle" J Experimental and Theoretical Artificial Intelligence 1 79-89.
15. Leitch, R, 1995. "Model properties and classifications" In: Workshop on Taxonomies of Models for Simulation and Diagnosis, 27-28 March 1995, Manchester, UK.
16. Levy, AY, 1994. "Creating abstractions using relevance reasoning" In: Proceedings AAAI-94 588-594.
17. Nayak PP, 1994. "Causal approximations" Artificial Intelligence 70 277-334.
18. Rickel, J and Porter, B, 1994. "Automated modelling for answering prediction questions: selecting the time scale and system boundary" In: Proceedings AAAI-94 1191-1198.
19. Rickel, J, 1995. "Automated modelling of complex systems to answer prediction questions" PhD Thesis, AI Laboratory, University of Texas at Austin.
20. Rosenberg, RC and Karnopp, DC, 1983. Introduction to Physical System Dynamics McGraw-Hill.
21. Subramanian, D and Genesereth, MR, 1987. "The relevance of irrelevance" In: Proceedings IJCAE-87 416-422.
22. Sussman, GJ and Steele, GL Jr., 1980. "CONSTRAINTS-A language for expressing almost-hierarchical descriptions" Artificial Intelligence 14 1-39.
23. Top, J, Breunese, APJ, Broenink, JF and Akkermans, JM, 1995. "Structure and use of a library for physical systems models" In: Proceedings ICBGM95 97-102.
24. Weld DS, 1992. "Reasoning about model accuracy" Artificial Intelligence 56 225-300.
25. Wilson, BH and Stein, JL, 1992. "An algorithm for obtaining minimum-order models of distributed and discrete systems" In Falkenhainer, B and Stein, JL (eds) Automated Modelling, DCS 41 American Society of Mechanical Engineers, 37-46.
26. Xia, S, Linkens, DA and Bennett, S, 1992. "Integration of qualitative reasoning and bond graphs: an engineering approach" JIMACS Trans.: Special Issue on Bond Graphs for Engineers March.
27. Xia, S, Linkens, DA and Bennett, S, 1993. "Automatic modelling and analysis of dynamic physical systems using qualitative reasoning and bond graphs" Intelligent Systems Engineering 3(2) 201-212.
28. Xia, S, 1994. "Formulation of generic principles of modelling industrial systems" Int J Systems Analysis, Modelling and Simulation 15 283-291.
29. Xia, S and Smith, N, 1994. "Mixed quantitative and qualitative simulation of dynamic systems" In: Proceedings of the European Simulation Symposium (ESS-94) 230-234.
30. Zeigler, B, Elzas, M, Klir, G and Oren, T, 1979. Methodology in Systems Modelling and Simulation North-Holland.