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constrainted optimization
R. E. Perez, Jansen, P. W., and Martins, J. R. R. A., pyOpt: a Python-Based Object-Oriented Framework for Nonlinear Constrained Optimization, Structural and Multidisciplinary Optimization, vol. 45, no. 1, pp. 101–118, 2012.PDF icon pyOpt.pdf (2.02 MB)
constraint aggregation
N. M. K. Poon and Martins, J. R. R. A., An Adaptive Approach to Constraint Aggregation Using Adjoint Sensitivity Analysis, Structural and Multidisciplinary Optimization, vol. 30, pp. 61–73, 2007.
composites
J. T. Hwang, Waas, A. M., and Martins, J. R. R. A., Micromechanical Modeling and Design Optimization of 2-D Triaxial Braided Composites, in Proceedings of the 50th AIAA Aerospace Sciences Meeting, Nashville, TN, 2012.PDF icon Hwang2012b.pdf (396.94 KB)
complex step
G. J. Kennedy and Martins, J. R. R. A., Parallel Solution Methods for Aerostructural Analysis and Design Optimization, in Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Forth Worth, TX, 2010.
J. R. R. A. Martins, Sturdza, P., and Alonso, J. J., The Connection Between the Complex-Step Derivative Approximation and Algorithmic Differentiation, in Proceedings of the 39th AIAA Aerospace Sciences Meeting, Reno, NV, 2001.
J. R. R. A. Martins, Kroo, I. M., and Alonso, J. J., An Automated Method for Sensitivity Analysis Using Complex Variables, in Proceedings of the 38th AIAA Aerospace Sciences Meeting, Reno, NV, 2000.
J. R. R. A. Martins, Sturdza, P., and Alonso, J. J., The Complex-Step Derivative Approximation, ACM Transactions on Mathematical Software, vol. 29, pp. 245–262, 2003.PDF icon Martins2003CSD.pdf (533.7 KB)
CAD
J. J. Alonso, Martins, J. R. R. A., Reuther, J. J., and Haimes, R., High-Fidelity Aero-Structural Design Using a Parametric CAD-Based Model, in Proceedings of the 16th AIAA Computational Fluid Dynamics Conference, Orlando, FL, 2003.