Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method
Author:
Publisher
Informa UK Limited
Subject
Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Control and Optimization,Computer Science Applications
Link
https://www.tandfonline.com/doi/pdf/10.1080/0305215X.2017.1419344
Reference48 articles.
1. Convergence of Mesh Adaptive Direct Search to Second‐Order Stationary Points
2. Mesh Adaptive Direct Search Algorithms for Constrained Optimization
3. An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method
4. Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction
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