Adaptive virtual support vector machine for reliability analysis of high-dimensional problems

Metamodeling Method Using Dynamic Kriging for Design Optimization

(2012) Liang Zhao et al.   AIAA JOURNAL

Constrained efficient global optimization with support vector machines

(2012) Anirban Basudhar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient surrogate models for reliability analysis of systems with multiple failure modes

(2011) Barron J. Bichon et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Sequential design of computer experiments for the estimation of a probability of failure

(2011) Julien Bect et al.   STATISTICS AND COMPUTING

Sequential sampling for contour estimation with concurrent function evaluations

(2011) Felipe A. C. Viana et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Sampling-based RBDO using the stochastic sensitivity analysis and Dynamic Kriging method

(2011) Ikjin Lee et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An improved adaptive sampling scheme for the construction of explicit boundaries

(2010) Anirban Basudhar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Computational Improvements to Estimating Kriging Metamodel Parameters

(2009) Jay D. Martin   JOURNAL OF MECHANICAL DESIGN

Recent advances in surrogate-based optimization

(2009) Alexander I.J. Forrester et al.   PROGRESS IN AEROSPACE SCIENCES

Sequential Experiment Design for Contour Estimation From Complex Computer Codes

(2009) Pritam Ranjan et al.   TECHNOMETRICS

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

(2008) B. J. Bichon et al.   AIAA JOURNAL

Adaptive explicit decision functions for probabilistic design and optimization using support vector machines

(2008) Anirban Basudhar et al.   COMPUTERS & STRUCTURES