On a combined multi-objective and feasibility robustness method for design optimization

Collection of Technical Papers - 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference

Volumn 2, Issue , 2004, Pages 683-692

  Gunawan, S ^a,b   Azarm, S ^a,b  

^a UNIVERSITY OF MARYLAND   (United States)

^b Department of Mechanical Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; FUNCTIONS; OPTIMIZATION; PARETO PRINCIPLE; PROBABILITY DISTRIBUTIONS; REMOTELY OPERATED VEHICLES; ROBUSTNESS (CONTROL SYSTEMS); SENSITIVITY ANALYSIS;

INEQUALITY CONSTRAINTS; MULTIOBJECTIVE OPTIMIZATION; PARAMETER VARIATIONS; SENSITIVITY REGIONS;

SYSTEMS ANALYSIS;

EID: 20344402553     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2004-4357     Document Type: Conference Paper

References (25)

1. Parkinson, A., Sorensen, C., and Pourhassan, N., "A General Approach for Robust Optimal Design," Trans. of the ASME, Journal of Mech. Design, Vol. 115, 1993, pp. 74-80.
2. Taguchi, G., "Performance Analysis Design," Int. Journal of Production Research, Vol. 16, 1978, pp. 521-530.
3. Sundaresan, S., Ishii, K., and Houser, D., "Design Optimization for Robustness Using Performance Simulation Programs," Engineering Optimization, Vol. 20, 1992, pp. 163-178.
4. Badrinath, K., and Rao, J. R., "Bi-Level Models for Optimum Designs which are Insensitive to Perturbations in Variables and Parameters," Advances in Design Automation, Vol. 29, No. 2, 1994, pp. 15-23.
5. Branke, J., "Reducing the Sampling Variance when Searching for Robust Solutions," Proceedings of the Genetic and Evolutionary Computation Conf. (GECCO), San Francisco, CA, July 7-11, 2001, pp. 235-242.
6. Zhu, J., and Ting, K. L., "Performance Distribution Analysis and Robust Design," Trans.of the ASME, Journal of Mech. Design, Vol. 123, 2001, pp. 11-17.
7. Yu, J. C., and Ishii, K., "Design for Robustness Based on Manufacturing Variation Patterns," Trans. of the ASME, Journal of Mech. Design, Vol 120, 1998, pp. 196-202.
8. Jung, D. H., and Lee, B. C., "Development of a Simple and Efficient Method for Robust Optimization," Int. Journal for Numerical Methods in Engineering, Vol. 23, 2002, pp. 2201-2215.
9. Ramakrishnan, B., and Rao, S. S., "A General Loss Function Based Optimization Procedure for Robust Design," Engineering Optimization, Vol. 25, 1996, pp. 255-276.
10. Kunjur, A., and Krishnamurty, S., "A Robust Multi-Criteria Optimization Approach," Mechanisms and Machine Theory, Vol. 32, No. 7, 1997, pp. 797-810.
11. th World Congress of Structural and Multidisciplinary Optimization (WCSMO), Dailan, China, June 4-8, 2001.
12. Balling, R. J., Free, J. C., and Parkinson, A. R., "Consideration of Worst-Case Manufacturing Tolerances in Design Optimization," Trans. of the ASME, Journal of Mech. Design, Vol. 108, 1986, pp. 438-441.
13. Hirokawa, N., and Fujita, K., "Mini-max Type Formulation of Strict Robust Design Optimization Under Correlative Variation," Proceedings of Design Engineering Technical Conf., DETC2002/DAC-34041, Montreal, Canada, Sept 29-Oct 2, 2002.
14. Charnes, A., and Cooper, W. W., "Chance-Constrained Programming," Management Science, Vol. 6, No. 1, 1959, pp. 73-79.
15. Tu, J., Choi, K. K., and Park, Y. H., "A New Study on Reliability-Based Design Optimization," Trans. of the ASME, Journal of Mech. Design, Vol. 121, 1999, pp. 557-564.
16. Du, X., and Chen, W., "Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design," Trans. of the ASME, Journal of Mech. Design, Vol. 122, 2000, pp. 385-394.
17. Choi, K K., Tu, J., and Park, Y. H., "Extensions of Design Potential Concept for Reliability-Based Design Optimization to Nonsmooth and Extreme Cases," Structural and Multidisciplinary Optimization, Vol. 22, 2001, pp. 335-350.
18. Youn, B. D., Choi, K. K., and Park, Y. H., "Hybrid Analysis Method for Reliability-Based Design Optimization," Trans. of the ASME, Journal of Mech. Design, Vol. 125, 2003, pp. 221-232.
19. Rao, S. S., and Cao, L., "Optimum Design of Mechanical Systems Involving Interval Parameters," Trans. of the ASME, Journal of Mech. Design, Vol. 124, 2002, pp. 465-472.
20. Miettinen, K. M., Nonlinear Multiobjective Optimization, Kluwer Academic Publishers, Boston, 1999.
21. Deb, K., Multi-Objective Optimization using Evolutionary Algorithms, John Wiley & Sons, Ltd, New York, 2001.
22. Gunawan, S., and Azarm, S., "Multi-Objective Robust Optimization Using a Sensitivity Region Concept," Structural and Multidisciplinary Optimization, 2004 (to appear).
23. Gunawan, S., and Azarm, S., "An Efficient Feasibility Robust Optimization Method Using a Sensitivity Region Concept," Proceedings of Design Engineering Technical Conf., DETC2004/DAC-57048, Salt Lake City, Utah, Sept 28-Oct 2, 2004 (to appear).
24. Gunawan, S., "Parameter Sensitivity Measures for Single Objective, Multi-Objective, and Feasibility Robust Design Optimization," Ph.D. Dissertation, Department of Mechanical Engineering, University of Maryland, College Park, MD, 2004.
25. Srinivas, N., and Deb, K., "Multiobjective Function Optimization Using Nondominated Sorting Genetic Algorithms," Evolutionary Computation Journal, Vol. 2, No. 3, 1995, pp. 221-248.