no code implementations • 30 Jun 2020 • Loïc Brevault, Mathieu Balesdent, Ali Hebbal
The design process of complex systems such as new configurations of aircraft or launch vehicles is usually decomposed in different phases which are characterized for instance by the depth of the analyses in terms of number of design variables and fidelity of the physical models.
no code implementations • 29 Jun 2020 • Ali Hebbal, Loic Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Gaussian Processes (GPs) are one of the popular approaches to exhibit the correlations between these different fidelity levels.
no code implementations • 7 May 2019 • Ali Hebbal, Loic Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
To overcome this issue, a new Bayesian Optimization approach is proposed.