An adaptive sampling method for Kriging surrogate model with multiple outputs

Adaptive infill sampling criterion for multi-fidelity gradient-enhanced kriging model

(2020) Peng Hao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A generalized hierarchical co-Kriging model for multi-fidelity data fusion

(2020) Qi Zhou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A sequential calibration and validation framework for model uncertainty quantification and reduction

(2020) Chen Jiang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems

(2020) Xiongfeng Ruan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A model validation framework based on parameter calibration under aleatory and epistemic uncertainty

(2020) Jiexiang Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Iterative reliable design space approach for efficient reliability-based design optimization

(2019) Chen Jiang et al.   ENGINEERING WITH COMPUTERS

Research on Simulation Method of Missile Adapter’s Separation Based on Combined Calculation

(2019) Miao Chen et al.   International Journal of Aerospace Engineering

Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids

(2019) Zhonghua Han et al.   Chinese Journal of Aeronautics

A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem

(2019) Jiachang Qian et al.   ENGINEERING WITH COMPUTERS

A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models

(2019) Xueguan Song et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-fidelity Modeling and Adaptive Co-Kriging Based Optimization for All-electric GEO Satellite Systems

(2019) Renhe Shi et al.   JOURNAL OF MECHANICAL DESIGN

A two-stage adaptive multi-fidelity surrogate model-assisted multi-objective genetic algorithm for computationally expensive problems

(2019) Qi Zhou et al.   ENGINEERING WITH COMPUTERS

SCGOSR: Surrogate-based constrained global optimization using space reduction

(2018) Huachao Dong et al.   APPLIED SOFT COMPUTING

Hybrid surrogate-based optimization using space reduction (HSOSR) for expensive black-box functions

(2018) Huachao Dong et al.   APPLIED SOFT COMPUTING

Advances in surrogate based modeling, feasibility analysis, and optimization: A review

(2018) Atharv Bhosekar et al.   COMPUTERS & CHEMICAL ENGINEERING

High-to-Low Initial Sample Ratio of Hierarchical Kriging for Film Hole Array Optimization

(2018) Yoonki Kim et al.   JOURNAL OF PROPULSION AND POWER

Surrogate-assisted modeling and optimization of a natural-gas liquefaction plant

(2018) Wahid Ali et al.   COMPUTERS & CHEMICAL ENGINEERING

Multifidelity Surrogate Based on Single Linear Regression

(2018) Yiming Zhang et al.   AIAA JOURNAL

A general failure-pursuing sampling framework for surrogate-based reliability analysis

(2018) Chen Jiang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A sequential multi-fidelity metamodeling approach for data regression

(2017) Qi Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Locally weighted regression models for surrogate-assisted design optimization

(2017) Bastien Talgorn et al.   OPTIMIZATION AND ENGINEERING

Adaptive surrogate model with active refinement combining Kriging and a trust region method

(2017) B. Gaspar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A robust optimization approach based on multi-fidelity metamodel

(2017) Qi Zhou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodeling for high dimensional design problems by multi-fidelity simulations

(2017) Xiwen Cai et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

(2017) Haitao Liu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II

(2016) Ping Jiang et al.   ADVANCES IN ENGINEERING SOFTWARE

Skin lesion image segmentation using Delaunay Triangulation for melanoma detection

(2016) Andrea Pennisi et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A multi-response adaptive sampling approach for global metamodeling

(2016) Haitao Liu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function

(2015) Qi Zhou et al.   SIMULATION MODELLING PRACTICE AND THEORY

Cokriging-Based Sequential Design Strategies Using Fast Cross-Validation Techniques for Multi-Fidelity Computer Codes

(2015) Loic Le Gratiet et al.   TECHNOMETRICS

A Robust Error-Pursuing Sequential Sampling Approach for Global Metamodeling Based on Voronoi Diagram and Cross Validation

(2014) Shengli Xu et al.   JOURNAL OF MECHANICAL DESIGN

A Hybrid Genetic Algorithm for the Energy-Efficient Virtual Machine Placement Problem in Data Centers

(2014) Maolin Tang et al.   NEURAL PROCESSING LETTERS

Cross-validation based single response adaptive design of experiments for Kriging metamodeling of deterministic computer simulations

(2013) V. Aute et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Design of computer experiments: space filling and beyond

(2011) Luc Pronzato et al.   STATISTICS AND COMPUTING

Law of the Minimum Paradoxes

(2010) Alexander N. Gorban et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Optimal design of aeroengine turbine disc based on kriging surrogate models

(2010) Zhangjun Huang et al.   COMPUTERS & STRUCTURES

Choosing the Sample Size of a Computer Experiment: A Practical Guide

(2009) Jason L. Loeppky et al.   TECHNOMETRICS

Kriging metamodeling in simulation: A review

(2007) Jack P.C. Kleijnen   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH