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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...
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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...
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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...
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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...
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03/06/2020
Bayesian optimization of variable-size design space problems
Within the framework of complex system design, it is often necessary to ...
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05/07/2019
Bayesian Optimization using Deep Gaussian Processes
Bayesian Optimization using Gaussian Processes is a popular approach to ...
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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 ...
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09/11/2018