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

An adaptive SVR-HDMR model for approximating high dimensional problems

(2015) Zhiyuan Huang et al.   ENGINEERING COMPUTATIONS

Trust Region Based Mode Pursuing Sampling Method for Global Optimization of High Dimensional Design Problems

(2014) George H. Cheng et al.   JOURNAL OF MECHANICAL DESIGN

Modification of DIRECT for high-dimensional design problems

(2013) Arash Tavassoli et al.   ENGINEERING OPTIMIZATION

Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization

(2013) Stefan M. Wild et al.   SIAM REVIEW

Performance of an ensemble of ordinary, universal, non-stationary and limit Kriging predictors

(2013) David J. J. Toal et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

(2012) Long Tang et al.   MATERIALS & DESIGN

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

Turning Black-Box Functions Into White Functions

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

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments

(2011) Karel Crombecq et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Sequential Approximate Optimization using Radial Basis Function network for engineering optimization

(2010) Satoshi Kitayama et al.   OPTIMIZATION AND ENGINEERING

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

Hybrid High Dimensional Model Representation for reliability analysis

(2008) Rajib Chowdhury et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

Ensemble of metamodels with optimized weight factors

(2008) E. Acar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION