Metamodeling for high dimensional design problems by multi-fidelity simulations

An alternative adaptive differential evolutionary Algorithm assisted by Expected Improvement criterion and cut-HDMR expansion and its application in time-based sheet forming design

(2016) Enying Li et al.   ADVANCES IN ENGINEERING SOFTWARE

An adaptive SVR-HDMR model for approximating high dimensional problems

(2015) Zhiyuan Huang et al.   ENGINEERING COMPUTATIONS

An enhanced RBF-HDMR integrated with an adaptive sampling method for approximating high dimensional problems in engineering design

(2015) Xiwen Cai et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Difference mapping method using least square support vector regression for variable-fidelity metamodelling

(2014) Jun Zheng et al.   ENGINEERING OPTIMIZATION

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

(2014) Maxim Tyan et al.   ENGINEERING OPTIMIZATION

Performance study of multi-fidelity gradient enhanced kriging

(2014) Selvakumar Ulaganathan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

Blind Kriging: Implementation and performance analysis

(2012) I. Couckuyt et al.   ADVANCES IN ENGINEERING SOFTWARE

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

Advanced high strength steel springback optimization by projection-based heuristic global search algorithm

(2012) Long Tang et al.   MATERIALS & DESIGN

Turning Black-Box Functions Into White Functions

(2011) Songqing Shan et al.   JOURNAL OF MECHANICAL DESIGN

A comparative study of metamodeling methods considering sample quality merits

(2010) Dong Zhao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-fidelity optimization for sheet metal forming process

(2010) Guangyong Sun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Comparison study on the accuracy of metamodeling technique for non-convex functions

(2009) Byeong-Soo Kim et al.   Journal of Mechanical Science and Technology

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

(2009) Songqing Shan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A global sensitivity study of sulfur chemistry in a premixed methane flame model using HDMR

(2008) T. Ziehn et al.   INTERNATIONAL JOURNAL OF CHEMICAL KINETICS