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math.OC2025
A methodology for creating multidisciplinary design optimization benchmark problems from optimization ones
Matthias De Lozzo, Olivier Roustant, Amine Aziz-Alaoui
Benchmark problems with known solutions play a central role in the assessment of optimization algorithms. While mono-disciplinary optimization benefits from a rich collection of su…
math.OC2023
A scalable problem to benchmark robust multidisciplinary design optimization techniques
A Aziz-Alaoui, O Roustant, M de Lozzo
A scalable problem to benchmark robust multidisciplinary design optimization algorithms (RMDO) is proposed. This allows the user to choose the number of disciplines, the dimensions…