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Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature
Many methods for performing multi-objective optimisation of computationa...
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R-MBO: A Multi-surrogate Approach for Preference Incorporation in Multi-objective Bayesian Optimisation
Many real-world multi-objective optimisation problems rely on computatio...
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Wind Farm Layout Optimisation using Set Based Multi-objective Bayesian Optimisation
Wind energy is one of the cleanest renewable electricity sources and can...
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MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation
Optimisation problems often have multiple conflicting objectives that ca...
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04/10/2021
What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
Performing multi-objective Bayesian optimisation by scalarising the obje...
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