research
∙
06/01/2023
A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems
Balanced circular bin packing problems consist in positioning a given nu...
share
research
∙
12/21/2022
Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles
The optimal layout of a complex system such as aerospace vehicles consis...
research
∙
06/30/2020
Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities
The design process of complex systems such as new configurations of airc...
research
∙
06/29/2020
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes
Multi-fidelity approaches combine different models built on a scarce but...
research
∙
03/06/2020
Bayesian optimization of variable-size design space problems
Within the framework of complex system design, it is often necessary to ...
research
∙
05/07/2019
Bayesian Optimization using Deep Gaussian Processes
Bayesian Optimization using Gaussian Processes is a popular approach to ...
research
∙
04/18/2019
Safety-margin-based design and redesign considering mixed epistemic model uncertainty and aleatory parameter uncertainty
At the initial design stage engineers often rely on low-fidelity models ...
research
∙
09/11/2018
