Learnit: A system that can learn and reuse design strategies

Proceedings of the ASME Design Engineering Technical Conference

Volumn 3, Issue , 1999, Pages 399-408

  Stahovich, Thomas F ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DESIGN;

DESIGN CONSTRAINTS; DESIGN DOCUMENTATION; DESIGN-AUTOMATION TOOLS; ENGINEERING JUDGMENTS; IMPLICIT CONSTRAINTS; ITERATIVE SOLUTIONS; PARAMETRIC DESIGN PROBLEMS; REQUIREMENTS CHANGE;

ITERATIVE METHODS;

EID: 78649286973     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DETC99/DTM-8779     Document Type: Conference Paper

References (20)

1. Sambasiva R. Bhatta and Ashok Goel. Learning generic mechanisms for innovative strategies in adaptive design. The Journal of the Learning Sciences, 6(4):367-396,1997.
2. Paul Chung and Rene Banares-Alcanfara Editors. Special issue: Representation and use of design rationale. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 11(2), 1997.
3. Evin J. Cramer, J. E. Dennis, Jr., Paul D. Frank, Robert Michael Lewis, and Gregory R. Shubin. Problem formulation for multidisciplinary optimization. Siam J. Optimization, 4(4):754-776,1994.
4. Alex H. B. Duffy, David C. Brown, and Ashok K. Goel Editors. Special issue: Machine learning in design. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 12(2), April 1998.
5. Ana Cristina Garcia and Clarisse Sieckenius de Souza. Add-t-: Including rhetorical structures in active documents. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 11 (2): 109 1/2124,1997.
6. Patrice O. Gautier and Thomas R. Gruber. Generating explanations of device behavior using compositional modeling and causal ordering. In Eleventh National Conference on Artificial Intelligence, 1993.
7. Thomas Gruber, Catherine Baudin, John Boose, and Jay Weber. Design rationale capture as knowledge acquisition trade-offs in the design of interactive tools. Technical Report KSL 91-47, Stanford University, Knowledge Systems Laboratory, 1991.
8. Thomas R. Gruber and Patrice O. Gautier. generated explanations of engineering models: A compositional modeling approach. In 1993 International Joint Conference on Artificial Intelligence, 1993.
9. Nenad Ivezic and James H. Garrett, Jr. Machine learning for simulation-based support of early collaborative design. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 12(2): 123-140,1998.
10. V. R. Jamalabad and N. A. Langrana. A learning shell for iterative design (L 1/2SID): Concepts and applications. Journal of Mechanical Design, 120(2):203-209, June 1998.
11. Thomas P. Moran and John M. Carroll, editors. Design Rationale: Concepts, Techniques, and Use. Lawrence Erlbaum Associates, Publishers, Hahwah, New Jersey, 1996.
12. M. F. Orelup, J. R. Dixon, arid M. K. Simmons. DOMINIC II: More progress towards domain independent design by iterative redesign. In Intelligent and Integrated Manufacturing Analysis and Synthesis, Winter Annual Meeting of ASME, pages 67-80,1987.
13. Panos Y. Papalambros and Douglass J. Wilde. Principles of Optimal Design: Modeling and Computation. Cambridge University Press, 1988.
14. Anand Raghavan and Thomas F. Stahovich. Computing design rationales by interpreting simulations. In ASME Design Engineering Technical Conference, Atlanta, GA, September 1998. DETC98/DTM-5652.
15. Michael J. Safoutin. Classification of iteration in engineering design processes. In ASME Design Engineering Technical Conference, Atlanta, GA, September 1998. DETC98/DTM-5672.
16. Mark Schwabacher, Thomas Ellman, and Haym Hirsh. Learning to set up numerical optimizations of engineering designs. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, 12(2); 173-192,1998.
17. Joseph Edwai 1/2d Shigley and Charles R. Mischke. Mechanical engineering design. McGraw-Hill, New York, 1989.
18. Thomas F. Stahovich, Randall Davis, and Howard Shrobe. Generating multiple new designs from a sketch. Artificial Intelligence, 104(l-2):211-264, October 1998.
19. Sui S. Tong. Engineous explores the design space. Mechanical Engineering, 114(2):49, February 1992.
20. Garrett N. Vanderplaats. Numerical Optimization Techniques for Engineering Design: with Applications. McGraw Hill, 1984.