GPareto: An R Package for Gaussian-Process-Based Multi-Objective Optimization and Analysis
The GPareto package for R provides multi-objective optimization algorithms for expensive black-box functions and an ensemble of dedicated uncertainty quantification methods. Popular methods such as efficient global optimization in the mono-objective case rely on Gaussian processes or kriging to buil...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Foundation for Open Access Statistics
2019-05-01
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Series: | Journal of Statistical Software |
Subjects: | |
Online Access: | https://www.jstatsoft.org/index.php/jss/article/view/2586 |