相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。A kriging-based adaptive global optimization method with generalized expected improvement and its application in numerical simulation and crop evapotranspiration
Yaohui Li et al.
AGRICULTURAL WATER MANAGEMENT (2021)
Cluster-based Kriging approximation algorithms for complexity reduction
Bas Van Stein et al.
APPLIED INTELLIGENCE (2020)
Two steps hybrid calibration algorithm of support vector regression and K-nearest neighbors
Yaman Hamed et al.
ALEXANDRIA ENGINEERING JOURNAL (2020)
Multiobjective optimization of the groundwater exploitation layout in coastal areas based on multiple surrogate models
Yue Fan et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2020)
A distance correlation-based Kriging modeling method for high-dimensional problems
Chongbo Fu et al.
KNOWLEDGE-BASED SYSTEMS (2020)
An enhanced Kriging surrogate modeling technique for high-dimensional problems
Yicheng Zhou et al.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)
An adaptive Kriging method with double sampling criteria applied to hydrogen preparation case
Yaohui Li et al.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)
EXTENDING CLASSICAL SURROGATE MODELING TO HIGH DIMENSIONS THROUGH SUPERVISED DIMENSIONALITY REDUCTION: A DATA-DRIVEN APPROACH
Christos Lataniotis et al.
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION (2020)
Gradient-enhanced kriging for high-dimensional problems
Mohamed A. Bouhlel et al.
ENGINEERING WITH COMPUTERS (2019)
A screening-based gradient-enhanced Kriging modeling method for high-dimensional problems
Liming Chen et al.
APPLIED MATHEMATICAL MODELLING (2019)
An efficient uniform design for Kriging-based response surface method an its application
T. Z. Li et al.
COMPUTERS AND GEOTECHNICS (2019)
Classification correction of polynomial response surface methods for accurate reliability estimation
Mohsen Rashki et al.
STRUCTURAL SAFETY (2019)
Health diagnosis of concrete dams using hybrid FWA with RBF-based surrogate model
Si-qi Dou et al.
WATER SCIENCE AND ENGINEERING (2019)
An improved support vector regression using least squares method
Cheng Yan et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2018)
Site-specific seismic design of damage tolerant structural systems using a novel concept
Hamoon Azizsoltani et al.
BULLETIN OF EARTHQUAKE ENGINEERING (2018)
Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree
Behrooz Keshtegar et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
Aki Vehtari et al.
STATISTICS AND COMPUTING (2017)
Kriging surrogate model with coordinate transformation based on likelihood and gradient
Nobuo Namura et al.
JOURNAL OF GLOBAL OPTIMIZATION (2017)
Response Surface Methodology: Process and Product Optimization Using Designed Experiments 4th edition
Willis A. Jensen
JOURNAL OF QUALITY TECHNOLOGY (2017)
Multifidelity surrogate modeling based on radial basis functions
Cedric Durantin et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2017)
An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method
Mohamed Amine Bouhlel et al.
MATHEMATICAL PROBLEMS IN ENGINEERING (2016)
Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction
Mohamed Amine Bouhlel et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2016)
Sparsity-promoting polynomial response surface: A new surrogate model for response prediction
Caibin Fan et al.
ADVANCES IN ENGINEERING SOFTWARE (2014)
A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems
Bo Liu et al.
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2014)
High Dimensional Model Representation With Principal Component Analysis
Kambiz Haji Hajikolaei et al.
JOURNAL OF MECHANICAL DESIGN (2014)
Reliability-based design optimization using kriging surrogates and subset simulation
Vincent Dubourg et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2011)
Computational Improvements to Estimating Kriging Metamodel Parameters
Jay D. Martin
JOURNAL OF MECHANICAL DESIGN (2009)
Use of kriging models to approximate deterministic computer models
JD Martin et al.
AIAA JOURNAL (2005)
Application of kriging method to structural reliability problems
I Kaymaz
STRUCTURAL SAFETY (2005)
分享论文
