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Journal Articles

J. R. R. A. Martins, C. Marriage, and N. P. Tedford, “pyMDO: An Object-Oriented Framework for Multidisciplinary Design Optimization”, ACM Transactions on Mathematical Software, vol. 36, p. 20:1–20:25, 2009.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “High-Fidelity Aerostructural Design Optimization of a Supersonic Business Jet”, Journal of Aircraft, vol. 41, p. 523–530, 2004.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “A Coupled-Adjoint Sensitivity Analysis Method for High-Fidelity Aero-Structural Design”, Optimization and Engineering, vol. 6, p. 33–62, 2005.

N. P. Tedford and J. R. R. A. Martins, “Benchmarking Multidisciplinary Design Optimization Algorithms”, Optimization and Engineering, vol. 11, p. 159–183, 2010.

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Tedford2010.pdf (979.1 KB)

R. P. Henderson, J. R. R. A. Martins, and R. E. Perez, “Aircraft Conceptual Design for Optimal Environmental Performance”, The Aeronautical Journal, vol. 116, no. 1175, p. 1—22, 2012.

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Henderson2012.pdf (914.28 KB)

Conference Papers

J. R. R. A. Martins and I. R. Chittick, “Subspace Optimization of Multidisciplinary Systems Using Coupled Post-Optimality Sensitivity Analysis”, in Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, South Korea, 2007.

J. R. R. A. Martins and C. Marriage, “An Object-Oriented Framework for Multidisciplinary Design Optimization”, in Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference, Waikiki, HI, 2007.

I. R. Chittick and J. R. R. A. Martins, “A New Subspace Optimization Method for Aero-Structural Design”, in Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference, Waikiki, HI, 2007.

N. P. Tedford and J. R. R. A. Martins, “Comparison of MDO Architectures within a Universal Framework”, in Proceedings of the 2nd AIAA Multidisciplinary Design Optimization Specialist Conference, Newport, RI, 2006.

N. P. Tedford and J. R. R. A. Martins, “On the Common Structure of MDO Problems: A Comparison of Architectures”, in Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Portsmouth, VA, 2006.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “Aero-Structural Wing Design Optimization Using High-Fidelity Sensitivity Analysis”, in Proceedings of the CEAS Conference on Multidisciplinary Aircraft Design and Optimization, Köln, Germany, 2001, p. 211–226.

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A. J. de Wit, “A unified approach towards decomposition and coordination for multi-level optimization”. 2009.

A. –V. de Miguel, “Two Decomposition Algorithms for Nonconvex Optimization Problem with Global Variables”. 2001.

J. R. R. A. Martins and I. R. Chittick, “Subspace Optimization of Multidisciplinary Systems Using Coupled Post-Optimality Sensitivity Analysis”, Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization. 2007.

R. T. HAFTKA, “Simultaneous Analysis and Design”, {AIAA} Journal, vol. 23. 1985.

J. Sobieszczanski–Sobieski, “Sensitivity of Complex, Internally Coupled Systems”, AIAA Journal, vol. 28. p. 153–160, 1990.

J. E. Renaud, “Second Order Based Multidisciplinary Design Optimization Algorithm Development”, Advances in Design Automation, vol. 2. p. 347–357, 1993.

M. Barcelos, H. Bavestrello, and K. Maute, “A Schur–Newton–Krylov solver for steady-state aeroelastic analysis and design sensitivity analysis”, Computer Methods in Applied Mechanics and Engineering, vol. 195. p. 2050–-2069, 2006.

N. M. Alexandrov and R. M. Lewis, “Reconfigurability in MDO Problem Synthesis, Part 2”, In Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2004.

N. M. Alexandrov and R. M. Lewis, “Reconfigurability in MDO Problem Synthesis, Part 1”, In Proceedings of the 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2004.

J. R. R. A. Martins, C. Marriage, and N. P. Tedford, “pyMDO: An Object-Oriented Framework for Multidisciplinary Design Optimization”, ACM Transactions on Mathematical Software, vol. 36. p. 20:1–20:25, 2009.

E. J. Cramer, J. E. Dennis, P. D. Frank, R. M. Lewis, and G. R. Shubin, “Problem Formulation for Multidisciplinary Optimization”, {SIAM} Journal on Optimization, vol. 4. p. 754–776, 1994.

R. D. Braun, I. M. Kroo, and P. J. Gage, “Post-Optimality Analysis in Aerospace Vehicle Design”, Proceedings of the AIAA Aircraft Design, Systems and Operations Meeting. 1993.

R. J. Balling and J. Sobieszczanski-Sobieski, “Optimization of Coupled Systems: A Critical Overview of Approaches”, {AIAA} Journal, vol. 34. p. 6–17, 1996.

J. Sobieszczanski–Sobieski, “Optimization by Decomposition: A Step from Hierarchic to Non-Hierarchic Systems”. 1988.

J. T. Allison and P. Y. Papalambros, “Optimal Partitioning and Coordination Decisions in System Design Using an Evolutionary Algorithm”, Proceedings of the 7th World Congress on Structural and Multidisciplinary Optimization, Seoul, South Korea. 2007.

J. R. R. A. Martins and C. Marriage, “An Object-Oriented Framework for Multidisciplinary Design Optimization”, Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference. 2007.

C. L. Bloebaum, P. Hajela, and J. Sobieszczanski–Sobieski, “Non-Hierarchic System Decomposition in Structural Optimization”, Engineering Optimization, vol. 19. p. 171–186, 1992.

I. R. Chittick and J. R. R. A. Martins, “A New Subspace Optimization Method for Aero-Structural Design”, Proceedings of the 3rd AIAA Multidisciplinary Design Optimization Specialist Conference. 2007.

N. M. Alexandrov, “Multilevel Methods for MDO”, Multidisciplinary Design Optimization: State-of-the-Art. 1997.

N. Alexandrov and J. E. Dennis Jr., “Multilevel Algorithms for Nonlinear Optimization”. 1994.

S. Choi, “Multi-Fidelity and Multi-Disciplinary Design Optimization of Supersonic Business Jets”. 2005.

F. Flager, B. Welle, P. Bansal, G. Soremekun, and J. Haymaker, “Multidisciplinary process integration and design optimization of a classroom building”. 2009.

D. L. Rodriguez, “Multidisciplinary Optimization of a Supersonic Inlet Using a Cartesian CFD Method”. 2004.

R. T. HAFTKA and L. T. Watson, “Multidisciplinary Design Optimization with Quasiseparable Subsystems”, Optimization and Engineering, vol. 6. p. 9–20, 2005.

“Multidisciplinary Design Optimization: State-of-the-Art”. 1997.

R. Henderson, “Multidisciplinary Design Optimization of Airframe and Engine for Emissions Reduction”. 2009.

D. Peri and E. F. Campana, “Multidisciplinary Design Optimization of a Naval Surface Combatant”, Journal of Ship Research, vol. 47. p. 1–12, 2003.

J. Sobieszczanski–Sobieski and R. T. Haftka, “Multidisciplinary aerospace design optimization: survey of recent developments”, Structural Optimization, vol. 14. p. 1–23, 1997.

S. L. Padula, N. Alexandrov, and L. L. Green, “MDO Test Suite at NASA Langley Research Center”, Proceedings of the 6th AIAA/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization. 1996.

I. M. Kroo, “MDO for Large-Scale Design”, Multidisciplinary Design Optimization: State-of-the-Art. p. 22–44, 1997.

G. J. Follen and J. A. Reed, “Integration of Tools and Processes for Affordable Vehicles”. 2006.

J. Sobieszczanski–Sobieski, “Integrated System-of-Systems Synthesis”, {AIAA} Journal, vol. 46. p. 1072–1080, 2008.

N. M. Alexandrov and S. Kodiyalam, “Initial Results of an MDO Evaluation Survey”. 1998.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “High-Fidelity Aerostructural Design Optimization of a Supersonic Business Jet”, Journal of Aircraft, vol. 41. p. 523–530, 2004.

S. S. Altus, I. M. Kroo, and P. J. Gage, “A Genetic Algorithm for Scheduling and Decomposition of Multidisciplinary Design Problems”, Journal of Mechanical Design, vol. 118. p. 486–489, 1996.

N. F. Brown and J. R. Olds, “Evaluation of Multidisciplinary Optimization Techniques Applied to a Reusable Launch Vehicle”, Journal of Spacecraft and Rockets, vol. 43. p. 1289–1300, 2006.

R. E. Perez, H. H. T. Liu, and K. Behdinan, “Evaluation of Multidisciplinary Optimization Approaches for Aircraft Conceptual Design”, Proceedings of the 10th AIAA/ISSMO Muldisiciplinary Analysis and Optimization Conference. 2004.

S. Kodiyalam and C. Yuan, “Evaluation of Methods for Multidisciplinary Design Optimization (MDO), Part 2”. 2000.

S. Kodiyalam, “Evaluation of Methods for Multidisciplinary Design Optimization (MDO), Part 1”. 1998.

S. Tosserams, “Distributed Optimization for Systems Design: An Augmented Lagrangian Coordination Method”. 2008.

R. D. Braun and I. M. Kroo, “Development and Application of the Collaborative Optimization Architecture in a Multidisciplinary Design Environment”, Multidisciplinary Design Optimization: State of the Art. p. 98–116, 1997.

V. DeMiguel and F. J. Nogales, “On Decomposition Methods for a Class of Partially Separable Nonlinear Programs”, Mathematics of Operations Research, vol. 33. p. 119–139, 2008.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “A Coupled-Adjoint Sensitivity Analysis Method for High-Fidelity Aero-Structural Design”, Optimization and Engineering, vol. 6. p. 33–62, 2005.

J. R. R. A. Martins, “A Coupled-Adjoint Method for High-Fidelity Aero-Structural Optimization”. 2002.

B. Wujek, J. Renaud, and S. Batill, “A Concurrent Engineering Approach for Multidisciplinary Design in a Distributed Computing Environment”, Multidisciplinary Design Optimization: State of the Art. p. 189–208, 1997.

S. I. Yi, J. K. Shin, and G. J. Park, “Comparison of MDO methods with mathematical examples”, Structural and Multidisciplinary Optimization, vol. 35. p. 391–402, 2008.

N. P. Tedford and J. R. R. A. Martins, “Comparison of MDO Architectures within a Universal Framework”, Proceedings of the 2nd AIAA Multidisciplinary Design Optimization Specialist Conference. 2006.

N. M. Alexandrov and R. M. Lewis, “Comparative Properties of Collaborative Optimization and Other Approaches to MDO”, Proceedings of the First ASMO UK / ISSMO Conference on Engineering Design Optimization. 1999.

N. P. Tedford and J. R. R. A. Martins, “On the Common Structure of MDO Problems: A Comparison of Architectures”, Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2006.

I. P. Sobieski and I. M. Kroo, “Collaborative Optimization Using Response Surface Estimation”, {AIAA} Journal, vol. 38. p. 1931–1938, 2000.

J. Sobieszczanski–Sobieski, T. D. Altus, M. Phillips, and R. Sandusky, “Bilevel Integrated System Synthesis for Concurrent and Distributed Processing”, {AIAA} Journal, vol. 41. p. 1996–2003, 2003.

J. Sobieszczanski–Sobieski, J. S. Agte, and R. R. Sandusky, “Bi-Level Integrated System Synthesis (BLISS)”. 1998.

J. Sobieszczanski–Sobieski, “Bi-Level Integrated System Synthesis (BLISS)”. 1998.

J. Sobieszczanski–Sobieski, J. S. Agte, and R. R. Sandusky, “Bilevel Integrated System Synthesis”, {AIAA} Journal, vol. 38. p. 164–172, 2000.

L. {\'ısN. Vicente and P. H. Calamai, “Bilevel and Multilevel Programming: A Bibliography Review”, Journal of Global Optimization, vol. 5. p. 291–306, 1994.

N. P. Tedford and J. R. R. A. Martins, “Benchmarking Multidisciplinary Design Optimization Algorithms”, Optimization and Engineering, vol. 11. p. 159–183, 2010.

J. E. Renaud and G. A. Gabriele, “Approximation in Nonhierarchic System Optimization Approximation in Nonhierarchic System Optimization Approximation in Nonhierarchic System Optimization”, {AIAA} Journal, vol. 32. p. 198–205, 1994.

P. A. LeGresley, “Application of Proper Orthogonal Decomposition (POD) to Design Decomposition Methods”. 2005.

P. Piperni, M. Abdo, and F. Kafyeke, “The Application of Multi-Disciplinary Optimization Technologies to the Design of a Business Jet”, 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2004.

N. M. Alexandrov and R. M. Lewis, “Analytical and Computational Properties of Distributed Approaches to MDO”. 2000.

A. –V. de Miguel and W. Murray, “An Analysis of Collaborative Optimization Methods”, Proceedings of the 8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization. 2000.

H. P. Bao and J. A. Samareh, “Affordable Desing: A Methodology to Implement Processed-Based Manufacturing Cost Models into Traditional Performance-Focused Multidisciplinary Design Optimization”. 2000.

J. R. R. A. Martins, J. J. Alonso, and J. J. Reuther, “Aero-Structural Wing Design Optimization Using High-Fidelity Sensitivity Analysis”, Proceedings of the CEAS Conference on Multidisciplinary Aircraft Design and Optimization. p. 211–226, 2001.