A Batched Scalable Multi-Objective Bayesian Optimization Algorithm
Published in arXiv (Cornell University) • Nov 4, 2018
Authors:,,
Xi Lin
Hui‐Ling Zhen
Zhenhua Li
Abstract
The surrogate-assisted optimization algorithm is a promising approach for solving expensive multi-objective optimization problems. However, most existing surrogate-assisted multi-objective optimization algorithms have three main drawbacks: 1) cannot scale well for solving problems with high dimensio...
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