Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

Blind Kriging: Implementation and performance analysis

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

Setting targets for surrogate-based optimization

(2012) Nestor V. Queipo et al.   JOURNAL OF GLOBAL OPTIMIZATION

Efficient global optimization algorithm assisted by multiple surrogate techniques

(2012) Felipe A. C. Viana et al.   JOURNAL OF GLOBAL OPTIMIZATION

Design of computer experiments: space filling and beyond

(2011) Luc Pronzato et al.   STATISTICS AND COMPUTING

Metamodeling for High Dimensional Simulation-Based Design Problems

(2010) Songqing Shan et al.   JOURNAL OF MECHANICAL DESIGN

A geostatistical perspective for the surrogate-based integration of variable fidelity models

(2010) Efrain Nava et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Hierarchical stochastic metamodels based on moving least squares and polynomial chaos expansion

(2010) Rajan Filomeno Coelho et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Estimating training data boundaries in surrogate-based modeling

(2010) Luis E. Pineda et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Visual Steering Commands for Trade Space Exploration: User-Guided Sampling With Example

(2009) Gary Stump et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Blind Kriging: A New Method for Developing Metamodels

(2009) V. Roshan Joseph et al.   JOURNAL OF MECHANICAL DESIGN

Q2S2: A New Methodology for Merging Quantitative and Qualitative Information in Experimental Design

(2009) Rahul Rai et al.   JOURNAL OF MECHANICAL DESIGN

Recent advances in surrogate-based optimization

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

Assessing the value of another cycle in Gaussian process surrogate-based optimization

(2009) Nestor V. Queipo et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

Kriging Hyperparameter Tuning Strategies

(2008) D. J. J. Toal et al.   AIAA JOURNAL

Surrogate-Based Optimization Using Multifidelity Models with Variable Parameterization and Corrected Space Mapping

(2008) T. D. Robinson et al.   AIAA JOURNAL

Multiple-Surrogate Approach to Helicopter Rotor Blade Vibration Reduction

(2008) Bryan Glaz et al.   AIAA JOURNAL

Mode Pursuing Sampling Method for Discrete Variable Optimization on Expensive Black-Box Functions

(2008) Behnam Sharif et al.   JOURNAL OF MECHANICAL DESIGN

Multiple Surrogate Modeling for Axial Compressor Blade Shape Optimization

(2008) Abdus Samad et al.   JOURNAL OF PROPULSION AND POWER

Metamodel-based collaborative optimization framework

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

Ensemble of metamodels with optimized weight factors

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