Chang, S., 1997, “An Algorithm to Generate Near D-Optimal Designs for Multiple Response Surface Models,” IIE Trans., 29 (12), pp. 1073–1081.

Myers, H. R., and Montgomery, D. C., 1995, "*Response Surface Methodology*", Wiley, New York.

Box, G. E. P., and Hunter, J. S., 1961, “The 2k-p Fractional Factorial Designs,” Technometrics

[CrossRef], 3 , pp. 311–351.

McKay, M. D., 1988, “Sensitivity and Uncertainty Analysis Using a Statistical Sample of Input Values,” in "*Uncertainty Analysis*", Y.Ronen, ed., CRC, Boca Raton, FL, pp. 145–186.

Montgomery, D. C., 2001, "*Design and Analysis of Experiments*", 5th ed., Wiley, New York.

Palmer, K., and Tsui, K.-L., 2001, “A Minimum Bias Latin Hypercube Design,” IIE Trans., 33 (9), pp. 793–808.

Pacheco, J. E., Amon, C. H., and Finger, S., 2003, “Bayesian Surrogates Applied to Conceptual Stages of the Engineering Design Process,” ASME J. Mech. Des.

[CrossRef], 125 (4), pp. 664–672.

Kumar, A., Keane, A. J., Nair, P. B., and Shahpar, S., 2006, “Robust Design of Compressor Fan Blades Against Erosion,” ASME J. Mech. Des.

[CrossRef], 128 (4), pp. 864–873.

Wang, N., and Ge, P., 1999, “Study of Metamodeling Techniques and Their Applications in Engineering Design,” ASME J. Manuf. Sci. Eng., 10 , pp. 89–95.

Simpson, T. W., Peplinski, J. D., Koch, P. N., and Allen, J. K., 2001, “Metamodels for Computer-Based Engineering Design: Survey and Recommendations,” Eng. Comput.

[CrossRef], 17 , pp. 129–150.

Friedman, J. H., 1991 “Multivariate Adaptive Regression Splines,” Ann. Stat., 19 (1), pp. 1–141.

Barton, R. R., 1998, “Simulation Metamodels,” "*ACM Proceedings of the 1998 Winter Simulation Conference*".

BartonR. R., 1994, “Metamodeling: A State-of-the-Art Review,” "*ACM Proceedings of the 1994 Winter Simulation Conference*".

Farhang-Mehr, A., and Azarm, S., 2005, “A Sequential Approach With Adaptation to Irregularities in the Response Behavior,” Int. J. Numer. Methods Eng., 61 (15), pp. 2104–2126.

Apley, D. W., Liu, J., and Chen, W., 2006, “Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments,” ASME J. Mech. Des.

[CrossRef], 128 (4), pp. 945–958.

Farhang-Mehr, A., and Azarm, S., 2003, “An Information-Theoretic Entropy Metric for Assessing Multiobjective Optimization Solution Set Quality,” ASME J. Mech. Des.

[CrossRef], 125 (4), pp. 655–663.

Osio, I. G., and Amon, C. H., 1996, “An Engineering Design Methodology With Bayesian Surrogates and Optimal Sampling,” Res. Eng. Des.

[CrossRef], 8 (4), pp. 189–206.

Rikards, R., Abramovich, H., Kalnins, K., and Auzins, J., 2006, “Surrogate Modeling in Design Optimization of Stiffened Composite Shells,” Compos. Struct., 73 (2), pp. 244–251.

Goh, T. N., 2001, “A Pragmatic Approach to Experimental Design in Industry,” Journal of Applied Statistics, 28 (3), pp. 391–398.

Torczon, V., and Trosset, M. W., 1998, “Using Approximations to Accelerate Engineering Design Optimization,” "*Seventh AIAA/USAF/NASA/ISSMO Symposium on Mutlidisciplinary Analysis and Optimization*", St. Louis, MO.

Wang, G. G., and Shan, S., 2007, “Review of Metamodeling Techniques in Support of Engineering Design Optimization,” ASME J. Mech. Des.

[CrossRef], 129 (4), pp. 370–380.

Sasena, M., Parkinson, M. B., Goovaerts, P., Papalambros, P., and Reed, M. P., 2002, “Adaptive Experimental Design Applied to an Ergonomics Testing Procedure,” "*Proceedings of the 2002 ASME DETC Conferences*", Montreal, Quebec, Canada, Paper No. DAC-34091.

Sasena, M., 2002, "*Flexibility and Efficiency Enhancements for Constrained Global Design Optimization With Kriging Approximations*", The University of Michigan, Ann Arbor, MI.

Turner, C. J., CampbellM. I., and CrawfordR. H., 2003, “Generic Sequential Sampling for Metamodel Approximations,” "*Proceedings of the 2003 ASME DETC Conferences*", Chicago, IL, Paper No. CIE-48230.

Sasena, M., Parkinson, M. B., Goovaerts, P., Papalambros, P., and Reed, M. P., 2005, “Improving an Ergonomics Testing Procedure via Approximation-Based Adaptive Experimental Design,” ASME J. Mech. Des.

[CrossRef], 127 , pp. 1006–1013.

Jin, R., Chen, W., and Sudjianto, A., 2002, “On Sequential Sampling for Global Metamodeling in Engineering Design,” "*ASME Design Automation Conference*", Paper No. DETC-DAC34092, ASME.

Pielaat, A., Lewis, M. A., Lele, S., and de-Camino-Beck, T., 2006, “Sequential Sampling Designs for Catching the Tail of Dispersal Kernels,” Ecol. Modell., 190 (1–2), pp. 205–222.

Ben-Gal, I., and Caramanis, M., 2002, “Sequential DOE via Dynamic Programming,” IIE Trans., 34 (12), pp. 1087–1100.

Lindley, D. V., 1972, "*Bayesian Statistics: A Review*", SIAM, Philadelphia, PA.

Chaloner, K., and Verdinelli, I., 1995, “Bayesian Experimental Design: A Review,” Stat. Sci., 10 , pp. 273–304.

Flournoy, N., 1993, “A Clinical Experiment in Bone Marrow Transplantation: Estimating a Percentage Point of a Quantal Response Curve,” "*Case Studies in Bayesian Statistics I*", J.H. C.Gatsonis, R.Kass, and N.Singpurwalla, eds., Springer-Verlag, Berlin, pp. 324–336.

Zimmermann, H. J., 2001, "*Fuzzy Set Theory and Its Applications*", 4th ed., Kluwer Academic, Dordrecht.

Mourelatos, Z.P., and Zhou, J., 2006, “A Design Optimization Method Using Evidence Theory,” ASME J. Mech. Des.

[CrossRef], 128 (4), pp. 901–908.

Qazi, M. A. L. H., 2006, “Nearly-Orthogonal Sampling and Neural Network Metamodel Driven Conceptual Design of Multistage Space Launch Vehicle,” Comput.-Aided Des., 38 (6), pp. 595–607.

Frey, D. D., Engelhardt, F., and Engelhardt, E. M., 2003, “A Role for “One-Factor-at-a-Time” Experimentation in Parameter Design,” Res. Eng. Des., 14 (2), pp. 65–74.

Qian, Z., Seepersad, C. C., Joseph, V. R., Allen, J. K., and Wu, C. F. J., 2006, “Building Surrogate Models Based on Detailed and Approximate Simulations,” ASME J. Mech. Des.

[CrossRef], 128 (4), pp. 668–677.

Martin, J. D., and SimpsonT. W., 2002, “Use of Adaptive Metamodeling for Design Optimization,” "*Ninth AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization*", Atlanta, GA.

Dror, H. A., and Steinberg, D. M., “Robust Experimental Design for Multivariate Generalized Linear Models,” Technometrics (in press).

Dror, H. A., and Steinberg, D. M., 2006, "*Sequential Experimental Design for Generalized Linear Models*", Tel Aviv University, Tel Aviv.

Kollata, E., KingC. W., and Campbell, M. I., 2004, “Design Synthesis of Multistable Compliant Structures,” "*Tenth AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference*", Albany, NY.

Dixit, N., and Campbell, M. I., 2005, “Automated Synthesis of Multistable Compliant Relays,” "*First AIAA Multidisciplinary Design Optimization Specialist Conference*", Austin, TX.

Pearl, J., 1988, “Probabilistic Reasoning in Intelligent Systems: Network of Plausible Inference,” Morgan-Kauffman, Palo Alto, CA.

Shimony, S. E., 1994, “Finding MAPs for Belief Networks is NP-Hard,” Artif. Intell., 68 (2), pp. 399–410.