Novel Approach for Selecting Low-Fidelity Scale Factor in Multifidelity Metamodeling

An online variable-fidelity optimization approach for multi-objective design optimization

(2019) Leshi Shu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An on-line variable fidelity metamodel assisted Multi-objective Genetic Algorithm for engineering design optimization

(2018) Leshi Shu et al.   APPLIED SOFT COMPUTING

Analysis of dataset selection for multi-fidelity surrogates for a turbine problem

(2018) Zhendong Guo et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Low-fidelity scale factor improves Bayesian multi-fidelity prediction by reducing bumpiness of discrepancy function

(2018) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Automatic selection for general surrogate models

(2018) Malek Ben Salem et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodel-based design optimization employing a novel sequential sampling strategy

(2017) Leshi Shu et al.   ENGINEERING COMPUTATIONS

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems

(2017) Chaoli Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A robust optimization approach based on multi-fidelity metamodel

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

An active learning metamodeling approach by sequentially exploiting difference information from variable-fidelity models

(2016) Qi Zhou et al.   ADVANCED ENGINEERING INFORMATICS

A surrogate-assisted evolution strategy for constrained multi-objective optimization

(2016) Rituparna Datta et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gradient based hyper-parameter optimisation for well conditioned kriging metamodels

(2016) Jonathan Ollar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Remarks on multi-fidelity surrogates

(2016) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Improving surrogate-assisted variable fidelity multi-objective optimization using a clustering algorithm

(2014) Yan Liu et al.   APPLIED SOFT COMPUTING

Improving variable-fidelity modelling by exploring global design space and radial basis function networks for aerofoil design

(2014) Maxim Tyan et al.   ENGINEERING OPTIMIZATION

A modified variable complexity modeling for efficient multidisciplinary aircraft conceptual design

(2014) Nhu Van Nguyen et al.   OPTIMIZATION AND ENGINEERING

RECURSIVE CO-KRIGING MODEL FOR DESIGN OF COMPUTER EXPERIMENTS WITH MULTIPLE LEVELS OF FIDELITY

(2014) Loic Le Gratiet et al.   International Journal for Uncertainty Quantification

Support vector regression for anomaly detection from measurement histories

(2013) Rolands Kromanis et al.   ADVANCED ENGINEERING INFORMATICS

Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions

(2013) Rommel G. Regis   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A hybrid variable-fidelity global approximation modelling method combining tuned radial basis function base and kriging correction

(2013) Jun Zheng et al.   JOURNAL OF ENGINEERING DESIGN

Improving variable-fidelity surrogate modeling via gradient-enhanced kriging and a generalized hybrid bridge function

(2012) Zhong-Hua Han et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

(2012) Zhong-Hua Han et al.   AIAA JOURNAL

Topology and parameter optimization of a foaming jig reinforcement structure by the response surface method

(2011) Choon-Soo Cho et al.   COMPUTER-AIDED DESIGN

A New Variable-Fidelity Optimization Framework Based on Model Fusion and Objective-Oriented Sequential Sampling

(2008) Ying Xiong et al.   JOURNAL OF MECHANICAL DESIGN

Metamodel-based collaborative optimization framework

(2008) Parviz M. Zadeh et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Kriging metamodeling in simulation: A review

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