Welcome to DMDO’s documentation!

This is the documentation page of the DMDO python package.

About DMDO

License & copyright

If you use this code, please cite it as below.

@software{DMDO_AB,
author       = {Bayoumy, A.},
title        = {DMDO},
year         = 2022,
publisher    = {Github},
version      = {1.3.0},
url          = {https://github.com/Ahmed-Bayoumy/DMDO}
}

References

1: Victor DeMiguel and Walter Murray. A local convergence analysis of bilevel decomposition algorithms. Optimization and Engineering, 7(2):99–133, 2006.
2: Victor DeMiguel and Francisco J Nogales. On decomposition methods for a class of partially separable nonlinear programs. Mathematics of Operations Research, 33(1):119–139, 2008.
3: Jaroslaw Sobieszczanski-Sobieski, Jeremy S Agte, and Robert R Sandusky Jr. Bilevel integrated system synthesis. AIAA journal, 38(1):164–172, 2000.
4: Jaroslaw Sobieszczanski-Sobieski, Troy D Altus, Matthew Phillips, and Robert Sandusky. Bilevel integrated system synthesis for concurrent and distributed processing. AIAA journal, 41(10):1996–2003, 2003.
5: Robert David Braun. Collaborative optimization: an architecture for large-scale distributed design. Stanford University, 1996.
6: Robert D Braun, Arlene A Moore, and Ilan M Kroo. Collaborative approach to launch vehicle design. Journal of spacecraft and rockets, 34(4):478–486, 1997.
7: JiGuan G Lin. Analysis and enhancement of collaborative optimization for multidisciplinary design. AIAA journal, 42(2):348–360, 2004.
8: Brian D Roth and Ilan M Kroo. Enhanced collaborative optimization: a decomposition-based method for multidisciplinary design. In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, volume 43253, 927–936. 2008.
9: Raphael T Haftka and Layne T Watson. Multidisciplinary design optimization with quasiseparable subsystems. Optimization and Engineering, 6(1):9–20, 2005.
10: Simon Tosserams, LF Pascal Etman, and JE Rooda. An augmented lagrangian decomposition method for quasi-separable problems in mdo. Structural and Multidisciplinary Optimization, 34(3):211–227, 2007.
11: Simon Tosserams, LFP Etman, and JE Rooda. Augmented lagrangian coordination for distributed optimal design in mdo. International journal for numerical methods in engineering, 73(13):1885–1910, 2008.
12: S Tosserams, LFP Etman, and JE Rooda. Block-separable linking constraints in augmented lagrangian coordination. Structural and Multidisciplinary Optimization, 37(5):521–527, 2009.
13: Simon Tosserams, LF Pascal Etman, and JE Rooda. A classification of methods for distributed system optimization based on formulation structure. Structural and Multidisciplinary Optimization, 39(5):503–517, 2009.
14: Nestor Michelena, Hyung Min Kim, and PY Papalambros. A system partitioning and optimization approach to target cascading. In Proceedings of the 12th International Conference on Engineering Design, volume 2, 1109–1112. Munich, 1999.
15: Hyung Min Kim, Nestor F Michelena, Panos Y Papalambros, and Tao Jiang. Target cascading in optimal system design. J. Mech. Des., 125(3):474–480, 2003.
16: S Tosserams, Michael Kokkolaras, LFP Etman, and JE Rooda. A nonhierarchical formulation of analytical target cascading. Journal of Mechanical Design, 2010.

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