A two-stage adaptive multi-fidelity surrogate model-assisted multi-objective genetic algorithm for computationally expensive problems

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

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

A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem

(2019) Jiachang Qian et al.   ENGINEERING WITH COMPUTERS

A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models

(2019) Xueguan Song et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An integrated beam-plate structure multi-level optimal design framework based on bi-directional evolutionary structural optimization and surrogate model

(2018) Kai Li et al.   ADVANCES IN ENGINEERING SOFTWARE

Hull form design optimization of twin-skeg fishing vessel for minimum resistance based on surrogate model

(2018) Yan Lin et al.   ADVANCES IN ENGINEERING SOFTWARE

Multi-surrogate-based Differential Evolution with multi-start exploration (MDEME) for computationally expensive optimization

(2018) Huachao Dong et al.   ADVANCES IN ENGINEERING SOFTWARE

Hybrid surrogate-based optimization using space reduction (HSOSR) for expensive black-box functions

(2018) Huachao Dong et al.   APPLIED SOFT COMPUTING

An on-line variable fidelity metamodel assisted Multi-objective Genetic Algorithm for engineering design optimization

(2018) Leshi Shu et al.   APPLIED SOFT COMPUTING

Cope with diverse data structures in multi-fidelity modeling: A Gaussian process method

(2018) Haitao Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Gradient-enhanced kriging for high-dimensional problems

(2018) Mohamed A. Bouhlel et al.   ENGINEERING WITH COMPUTERS

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

(2018) Handing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Classification Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization

(2018) Linqiang Pan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-assisted hierarchical particle swarm optimization

(2018) Haibo Yu et al.   INFORMATION SCIENCES

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

(2018) Xueguan Song et al.   JOURNAL OF MECHANICAL DESIGN

Analysis of dataset selection for multi-fidelity surrogates for a turbine problem

(2018) Zhendong Guo et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Low-fidelity scale factor improves Bayesian multi-fidelity prediction by reducing bumpiness of discrepancy function

(2018) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A novel evolution control strategy for surrogate-assisted design optimization

(2018) J. Roshanian et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Data-Driven Evolutionary Optimization: An Overview and Case Studies

(2018) Yaochu Jin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-objective Infill Criterion Driven Gaussian Process Assisted Particle Swarm Optimization of High-dimensional Expensive Problems

(2018) Jie Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A generation-based optimal restart strategy for surrogate-assisted social learning particle swarm optimization

(2018) Haibo Yu et al.   KNOWLEDGE-BASED SYSTEMS

Constraint aggregation for large number of constraints in wing surrogate-based optimization

(2018) Ke-Shi Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A general failure-pursuing sampling framework for surrogate-based reliability analysis

(2018) Chen Jiang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A multiple surrogate assisted evolutionary algorithm for optimization involving iterative solvers

(2017) Ahsanul Habib et al.   ENGINEERING OPTIMIZATION

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems

(2017) Chaoli Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A sequential multi-fidelity metamodeling approach for data regression

(2017) Qi Zhou et al.   KNOWLEDGE-BASED SYSTEMS

A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms

(2017) Tinkle Chugh et al.   SOFT COMPUTING

A robust optimization approach based on multi-fidelity metamodel

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

Metamodeling for high dimensional design problems by multi-fidelity simulations

(2017) Xiwen Cai et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An active learning metamodeling approach by sequentially exploiting difference information from variable-fidelity models

(2016) Qi Zhou et al.   ADVANCED ENGINEERING INFORMATICS

An alternative adaptive differential evolutionary Algorithm assisted by Expected Improvement criterion and cut-HDMR expansion and its application in time-based sheet forming design

(2016) Enying Li et al.   ADVANCES IN ENGINEERING SOFTWARE

Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System

(2016) Handing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Remarks on multi-fidelity surrogates

(2016) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems

(2016) Bo Liu et al.   Journal of Computational Science

A study into the potential of GPUs for the efficient construction and evaluation of Kriging models

(2015) David J. J. Toal   ENGINEERING WITH COMPUTERS

Improving surrogate-assisted variable fidelity multi-objective optimization using a clustering algorithm

(2014) Yan Liu et al.   APPLIED SOFT COMPUTING

A New Hybrid Algorithm for Multi-Objective Robust Optimization With Interval Uncertainty

(2014) Shuo Cheng et al.   JOURNAL OF MECHANICAL DESIGN

An efficient truss structure optimization framework based on CAD/CAE integration and sequential radial basis function metamodel

(2014) Lei Peng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A multi-objective variable-fidelity optimization method for genetic algorithms

(2013) Jiandao Zhu et al.   ENGINEERING OPTIMIZATION

Sequential approximate multi-objective optimization using radial basis function network

(2013) Satoshi Kitayama et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multidisciplinary Unmanned Combat Air Vehicle system design using Multi-Fidelity Model

(2012) Nhu-Van Nguyen et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Alternative Cokriging Method for Variable-Fidelity Surrogate Modeling

(2012) Zhonghua Han et al.   AIAA JOURNAL

An Improved Kriging-Assisted Multi-Objective Genetic Algorithm

(2011) Mian Li   JOURNAL OF MECHANICAL DESIGN

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

A Kriging Metamodel Assisted Multi-Objective Genetic Algorithm for Design Optimization

(2009) M. Li et al.   JOURNAL OF MECHANICAL DESIGN

Metamodel-based collaborative optimization framework

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