A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger design

27 June 2022

Papers citing "A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger design"

7 / 7 papers shown

Title
Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement Sam Daulton Maximilian Balandat E. Bakshy 59 156 0 17 May 2021
GIBBON: General-purpose Information-Based Bayesian OptimisatioN Henry B. Moss David S. Leslie Javier I. González Paul Rayson 68 44 0 05 Feb 2021
Scalable Thompson Sampling using Sparse Gaussian Process Models Sattar Vakili Henry B. Moss A. Artemev Vincent Dutordoir Victor Picheny 69 35 0 09 Jun 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization Sam Daulton Maximilian Balandat E. Bakshy 72 241 0 09 Jun 2020
pymoo: Multi-objective Optimization in Python Julian Blank Kalyanmoy Deb 73 1,259 0 22 Jan 2020
Automatic Discovery of Privacy-Utility Pareto Fronts Brendan Avent Javier I. González Tom Diethe Andrei Paleyes Borja Balle FedML 57 28 0 26 May 2019
Efficient Computation of Expected Hypervolume Improvement Using Box Decomposition Algorithms Kaifeng Yang M. Emmerich A. Deutz Thomas Bäck 57 81 0 26 Apr 2019