A probability of improvement-based multi-fidelity robust optimization approach for aerospace products design

Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems

(2021) Can Xu et al.   JOURNAL OF MECHANICAL DESIGN

Robust design of an adaptive cycle engine performance under component performance uncertainty

(2021) Jiyuan Zhang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

An adaptive space preselection method for the multi-fidelity global optimization

(2021) Yuda Wu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity

(2021) Quan Lin et al.   KNOWLEDGE-BASED SYSTEMS

Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Square

(2020) Liye Lv et al.   JOURNAL OF MECHANICAL DESIGN

Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems

(2020) Xiongfeng Ruan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Assessment of robust optimization for design of rotorcraft airfoils in forward flight

(2020) F. Fusi et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids

(2019) Zhonghua Han et al.   Chinese Journal of Aeronautics

Adaptive multi-fidelity sampling for CFD-based optimisation via radial basis function metamodels

(2019) A. Serani et al.   INTERNATIONAL JOURNAL OF COMPUTATIONAL FLUID DYNAMICS

Advanced Multi-Objective Robust Optimization under Interval Uncertainty Using Kriging and Support Vector Machine

(2018) Tingli Xie et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Variable-fidelity expected improvement method for efficient global optimization of expensive functions

(2018) Yu Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Sequential optimization using multi-level cokriging and extended expected improvement criterion

(2018) Yixin Liu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A robust optimization approach based on multi-fidelity metamodel

(2017) Qi Zhou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Robust Optimization With Parameter and Model Uncertainties Using Gaussian Processes

(2016) Yanjun Zhang et al.   JOURNAL OF MECHANICAL DESIGN

Multi-point objective-oriented sequential sampling strategy for constrained robust design

(2014) Ping Zhu et al.   ENGINEERING OPTIMIZATION

Efficient Kriging-based robust optimization of unconstrained problems

(2014) Samee ur Rehman et al.   Journal of Computational Science

Objective-Oriented Sequential Sampling for Simulation Based Robust Design Considering Multiple Sources of Uncertainty

(2013) Paul D. Arendt et al.   JOURNAL OF MECHANICAL DESIGN

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

(2012) Zhong-Hua Han et al.   AIAA JOURNAL

Concurrent treatment of parametric uncertainty and metamodeling uncertainty in robust design

(2012) Siliang Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles

(2011) Wen Yao et al.   PROGRESS IN AEROSPACE SCIENCES

Uncertainty quantification and robust design of aircraft components under thermal loads

(2010) J. Díaz et al.   AEROSPACE SCIENCE AND TECHNOLOGY