GPU-Accelerated Infill Criterion for Multi-Objective Efficient Global Optimization Algorithm and Its Applications

GPU-Accelerated Infill Criterion for Multi-Objective Efficient Global Optimization Algorithm and Its Applications

In this work, a novel multi-objective efficient global optimization (EGO) algorithm, namely GMOEGO, is presented by proposing an approach of available threads’ multi-objective infill criterion. The work applies the outstanding hypervolume-based expected improvement criterion to enhance the Pareto so...

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Bibliographic Details
Main Authors: Shengguan Xu, Jiale Zhang, Hongquan Chen, Yisheng Gao, Yunkun Gao, Huanqin Gao, Xuesong Jia
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
efficient global optimization
Monte Carlo
hypervolume
GPU
multi-objective optimization
Online Access:https://www.mdpi.com/2076-3417/13/1/352

Internet

https://www.mdpi.com/2076-3417/13/1/352

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