218
Views
22
CrossRef citations to date
0
Altmetric
Original Articles

A value-of-information based approach to simulation model refinement

, , &
Pages 223-251 | Received 21 Sep 2006, Published online: 08 Feb 2008

References

  • Agogino , A. M. Information in the design process . Frontiers of engineering: reports on leading edge engineering from the 1996 NAE symposium on frontiers of engineering, National Academy of Engineering . Washington, D.C.. pp. 13 – 16 . National Academic Press .
  • Antonsson , E. K. (Editor) . 2001 . Imprecision in engineering design , Pasadena, CA : California Institute of Technology . Available online at: http://www.design.caltech.edu/Research/trprecise/Reading-List/
  • Antonsson , E. K. and Otto , K. N. 1995 . Imprecision in engineering design. (Special Combined Issue of the Transactions of the ASME Commemorating the 50th Anniversary of the Design Engineering Division of the ASME) . Journal of mechanical design , 117 ( B ) : 25 – 32 .
  • Arrow , K. and Hurwicz , L. 1972 . “ An optimality criterion for decision-making under ignorance ” . In Uncertainty and expectation in economics: essays in honour of G.L.S. Shackle , Edited by: Carter , C. F. and Ford , J. L. 1 – 11 . Oxford : Blackwell .
  • Aughenbaugh , J. M. , Ling , J. and Paredis , C. J.J. Applying information economics and imprecise probabilities to data collection in design . ASME IMECE 2005, Computers in engineering conference . Article No. IMEC 2005- 81181
  • Austin , R. 2005 . Numerical simulation of the shock compaction of microscale reactive particle systems , Atlanta : Georgia Institute of Technology . Thesis (MS)
  • Benson , D. J. 1995 . A multi-material Eulerian formulation for the efficient solution of impact and penetration problems . Computational mechanics , 15 ( 6 ) : 558 – 571 .
  • Box , G. E.P. 1978 . “ Robustness in the strategy of scientific model building ” . In Robustness in statistics , Edited by: Launer , R. L. and Wilkinson , G. N. 201 – 235 . New York : Academic .
  • Bradley , S. R. and Agogino , A. M. 1994 . An intelligent real time design methodology for component selection: an approach to managing uncertainty . Journal of mechanical design , 116 ( 4 ) : 980 – 988 .
  • Bradley , S. R. , Agogino , A. M. and Wood , W. H. 1994 . “ Intelligent engineering component catalogs ” . In Artificial intelligence in design' 94 , 641 – 658 . Dordrecht : Kluwer .
  • Fernández , M. G. , Seepersad , C. C. , Rosen , D. , Allen , J. K. and Mistree , F. 2005 . Decision support in concurrent engineering – the utility-based selection decision support problem . Concurrent engineering research applications , 13 ( 1 ) : 13 – 28 .
  • Ferson , S. and Donald , S. 1998 . “ Probability bounds analysis ” . In Probabilistic safety assessment and management , Edited by: Mosleh , A. and Bari , R. A. 1203 – 1208 . New York : Springer .
  • Howard , R. 1966 . Information value theory . IEEE Transactions on Systems, Sciences Cybernetics , 2 ( 1 ) : 779 – 783 .
  • Keeney , R. L. and Raiffa , H. 1976 . Decisions with multiple objectives: preferences and value tradeoffs , New York : Wiley .
  • Lawrence , D. B. 1999 . The economic value-of-information , New York : Springer .
  • Lewis , K. and Mistree , F. 1997 . Modeling interaction in multidisciplinary design: a game theoretic approach . AIAA Journal , 35 ( 8 ) : 1387 – 1392 .
  • Ling , J. 2006 . Managing information collection in simulation-based design , Atlanta : Georgia Institute of Technology . Thesis (MS)
  • Marston , M. 2000 . Game based design: a game theory based approach to engineering design , Atlanta : Georgia Institute of Technology . Dissertation (PhD)
  • Mistree , F. , Hughes , O. F. and Bras , B. A. 1993 . “ The compromise decision support problem and the adaptive linear programming algorithm ” . In Structural optimization: status and promise , Edited by: Kamat , M. P. 247 – 286 . Washington, DC : AIAA .
  • Mistree , F. , Smith , W. F. , Bras , B. A. , Allen , J. K. and Muster , D. 1990 . Decision-based design: a contemporary paradigm in ship design . Transaction of the society Naval Archives of Marine engineering , 98 : 565 – 597 .
  • Moore , R. E. 1996 . Interval analysis , Englewood Cliffs, NJ : Prentice-Hall .
  • Muster , D. and Mistree , F. 1988 . The decision support problem technique in engineering design . International journal of applical engineering education , 4 ( 1 ) : 23 – 33 .
  • Pahl , G. and Beitz , W. 1996 . Engineering design: a systematic approach , New York : Springer .
  • Panchal , J. H. 2005 . A framework for simulation-based integrated design of multiscale products and design processes , Atlanta : Georgia Institute of Technology . Dissertation (PhD)
  • Poh , K. L. and Horvitz , E. Reasoning about the value of decision model refinement: methods and application . Proceedings of 9th conference on uncertainty in artificial intelligence . pp. 174 – 182 .
  • Radhakrishnan , R. and McAdams , D. A. 2005 . A methodology for model selection in engineering design . Journal of mechanical design , 127 ( 3 ) : 378 – 387 .
  • Seepersad , C. C. 2001 . The utility-based compromise decision support problem with applications in product platform design , Atlanta : Georgia Institute of Technology . Thesis (MS)
  • Seepersad , C. C. , Mistree , F. and Allen , J. K. 2005 . Designing evolving families of products using the utility-based compromise decision support problem . International journal of mass customisation , 1 ( 1 ) : 37 – 64 .
  • Simon , H. A. 1996 . The sciences of the artificial , Cambridge, MA : MIT Press .
  • Von Neumann , J. and Morgenstern , O. 1947 . The theory of games and economic behavior , Princeton, NJ : Princeton University Press .
  • Ward , A. C. , Lozano-Perez , T. and Seering , W. P. 1990 . Extending the constraint propagation of intervals . Artificial intelligence engineering design manufacturing , 4 ( 1 ) : 47 – 54 .
  • Wood , W. H. and Agogino , A. M. 2005 . Decision-based conceptual design: modeling and navigating heterogeneous design spaces . Journal of mechanical designing , 127 ( 1 ) : 2 – 11 .
  • Wood , K. L. and Antonsson , E. K. 1989 . Computations with imprecise parameters in engineering design: background and theory . ASME journal of mechanical transmission automation designing , 111 ( 4 ) : 616 – 625 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.