Statistical approximations for multidisciplinary design optimization: The problem of size

Journal of Aircraft

Volumn 36, Issue 1, 1999, Pages 275-286

  Koch, Patrick N ^a,c   Simpson, Timothy W ^b,d,e   Allen, Janet K ^b,d   Mistree, Farrokh ^b,d  

^a Engineous Software Inc   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^c Adv Technologies and Applications   (United States)

^d GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^e PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; OPTIMIZATION; PROBLEM SOLVING; STATISTICAL METHODS;

HIGH SPEED CIVIL TRANSPORT AIRCRAFTS; MULTIDISCIPLINARY DESIGN OPTIMIZATION (MDO);

TRANSPORT AIRCRAFT;

EID: 0032715185     PISSN: 00218669     EISSN: 15333868     Source Type: Journal    
DOI: 10.2514/2.2435     Document Type: Article

References (13)

1. Simpson, T. W., Peplinski, J., Koch, P. N., and Allen, J. K., "On the Use of Statistics in Design and the Implications for Deterministic Computer Experiments," American Society of Mechanical Engineers, Paper DETC97/DTM-3881, Sept. 1997.
2. Montgomery, D. C., Design and Analysis of Experiments, 3rd ed., Wiley, New York, 1991.
3. Myers, R. H., and Montgomery, D. C., Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Wiley, New York, 1995.
4. Chen, W., Allen, J. K., Mavris, D., and Mistree, F., "A Concept Exploration Method for Determining Robust Top-Level Specifications," Engineering Optimization, Vol. 26, No. 2, 1996, pp. 137-158.
5. Phadke, M. S., Quality Engineering Using Robust Design, Prentice-Hall, Englewood Cliffs, NJ, 1989.
6. Mistree, F., Hughes, O. F., and Bras, B. A., "The Compromise Decision Support Problem and the Adaptive Linear Programming Algorithm," Structural Optimization: Status and Promise, edited by M. P. Kamat, AIAA, Washington, DC, 1993, pp. 247-289.
7. Ignizio, J. P., Introduction to Linear Goal Programming, Sage Univ. Papers, Beverly Hills, CA, 1985.
8. Sandgren, E., "A Multi-Objective Design Tree Approach for Optimization Under Uncertainty," Advances in Design Automation - Design Optimization, edited by B. Ravani, DE-Vol. 19-2, American Society of Mechanical Engineers, New York, 1989, pp. 249-255.
9. McCullers, L. A., Flight Optimization System, User's Guide, Version 5.7, NASA Langley Research Center, Hampton, VA, 1993.
10. Galloway, T. L., and Mavris, D. N., Aircraft Life Cycle Cost Analysis (ALCCA) Program, NASA Ames Research Center, Hampton, VA, 1993.
11. Koch, P. N., Allen, J. K., Mistree, F., and Mavris, D., "The Problem of Size in Robust Design," Advances in Design Automation, American Society of Mechanical Engineers, New York, Paper DETC97/DAC-3983, 1997.
12. Lewis, K., and Mistree, F., "The Other Side of Multidisciplinary Design Optimization: Accomodating a Multiobjective, Uncertain and Non-Deterministic World," Engineering Optimization (to be published).
13. Sobieszczanski-Sobieski, J., and Haftka, R. T., "Multidisciplinary Aerospace Design Optimization: Survey of Recent Developments," AIAA Paper 96-0711, Jan. 1996.