An efficient global optimization algorithm combining revised expectation improvement criteria and Kriging

Lightweight design process considering assembly connection and non-probabilistic uncertainty with its application to machine structural design

(2022) Bobin Guan et al.   ENGINEERING OPTIMIZATION

A variable-fidelity multi-objective optimization method for aerospace structural design optimization

(2022) Tao Xue et al.   ENGINEERING OPTIMIZATION

A surrogate-based optimization method for mixed-variable aircraft design

(2021) Jiawei Yang et al.   ENGINEERING OPTIMIZATION

Optimization by moving ridge functions: derivative-free optimization for computationally intensive functions

(2021) James C. Gross et al.   ENGINEERING OPTIMIZATION

An efficient global optimization method with multi-point infill sampling based on kriging

(2021) Mingyang Li et al.   ENGINEERING OPTIMIZATION

Surrogate-based optimization with adaptive parallel infill strategy enhanced by inaccurate multi-objective search

(2021) Wenjie Wang et al.   ENGINEERING OPTIMIZATION

An improved mode-pursing sampling method that balances global exploration and local exploitation based on kriging

(2021) Mingyang Li et al.   ENGINEERING OPTIMIZATION

Bayesian optimization using deep Gaussian processes with applications to aerospace system design

(2020) Ali Hebbal et al.   OPTIMIZATION AND ENGINEERING

Two-layer adaptive surrogate-assisted evolutionary algorithm for high-dimensional computationally expensive problems

(2019) Zan Yang et al.   JOURNAL OF GLOBAL OPTIMIZATION

Topology optimization of the internal structure of an aircraft wing subjected to self-weight load

(2019) Luís Félix et al.   ENGINEERING OPTIMIZATION

Intelligence algorithm for optimization design of the low wind speed airfoil for wind turbine

(2018) Xiaoping Pang et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Hybrid surrogate-model-based multi-fidelity efficient global optimization applied to helicopter blade design

(2017) Atthaphon Ariyarit et al.   ENGINEERING OPTIMIZATION

Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models

(2017) Razi Sheikholeslami et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A novel surrogate-based aerodynamic optimization method using field approximate model

(2017) Wenjie Wang et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING

Particle swarm optimization algorithm: an overview

(2017) Dongshu Wang et al.   SOFT COMPUTING

Ensemble of surrogates with hybrid method using global and local measures for engineering design

(2017) Liming Chen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Multi-fidelity modelling via recursive co-kriging and Gaussian–Markov random fields

(2015) P. Perdikaris et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

A benchmark of kriging-based infill criteria for noisy optimization

(2013) Victor Picheny et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression

(2011) Warren Scott et al.   SIAM JOURNAL ON OPTIMIZATION

Stochastic Kriging for Simulation Metamodeling

(2009) Bruce Ankenman et al.   OPERATIONS RESEARCH

Recent advances in surrogate-based optimization

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