Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential
and Batch Versions

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Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions

9 November 2018

Rodolphe Le Riche

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Papers citing "Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions"

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Title
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO Arash Heidari Sebastian Rojas Gonzalez T. Dhaene Ivo Couckuyt 34 1 0 12 Jan 2024
A Parallel Technique for Multi-objective Bayesian Global Optimization: Using a Batch Selection of Probability of Improvement Kaifeng Yang Guozhi Dong M. Affenzeller 53 7 0 07 Aug 2022
Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters M. Moustapha A. Galimshina G. Habert Bruno Sudret 61 11 0 03 Mar 2022
One Step Preference Elicitation in Multi-Objective Bayesian Optimization Juan Ungredda M. Marchi T. Montrone Juergen Branke 11 0 0 27 May 2021
Automatic Preference Based Multi-objective Evolutionary Algorithm on Vehicle Fleet Maintenance Scheduling Optimization Yali Wang Steffen Limmer Markus Olhofer M. Emmerich T. Baeck 35 15 0 23 Jan 2021
srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications Anh Tran M. Eldred S. McCann Yan Wang 60 8 0 07 Jul 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization Sam Daulton Maximilian Balandat E. Bakshy 100 241 0 09 Jun 2020
Modeling and Optimization with Gaussian Processes in Reduced Eigenbases -- Extended Version David Gaudrie Rodolphe Le Riche Victor Picheny B. Enaux V. Herbert 56 20 0 29 Aug 2019
Automatic Discovery of Privacy-Utility Pareto Fronts Brendan Avent Javier I. González Tom Diethe Andrei Paleyes Borja Balle FedML 77 28 0 26 May 2019
The Kalai-Smorodinski solution for many-objective Bayesian optimization M. Binois Victor Picheny P. Taillandier A. Habbal 86 17 0 18 Feb 2019