Variable-fidelity hypervolume-based expected improvement criteria for multi-objective efficient global optimization of expensive functions

Adaptive infill sampling criterion for multi-fidelity gradient-enhanced kriging model

(2020) Peng Hao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Dual Kriging assisted efficient global optimization of expensive problems with evaluation failures

(2020) Youwei He et al.   AEROSPACE SCIENCE AND TECHNOLOGY

An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization

(2019) Jin Yi et al.   KNOWLEDGE-BASED SYSTEMS

Issues in Deciding Whether to Use Multifidelity Surrogates

(2019) M. Giselle Fernández-Godino et al.   AIAA JOURNAL

Adaptive Sampling with Varying Sampling Cost for Design Space Exploration

(2019) Yiming Zhang et al.   AIAA JOURNAL

Effective optimization on Bump inlet using meta-model multi-objective particle swarm assisted by expected hyper-volume improvement

(2019) Shixin Cheng et al.   AEROSPACE SCIENCE AND TECHNOLOGY

A comparative study of multi-objective expected improvement for aerodynamic design

(2019) Lavi Rizki Zuhal 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

An online variable-fidelity optimization approach for multi-objective design optimization

(2019) Leshi Shu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient computation of expected hypervolume improvement using box decomposition algorithms

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

Variable-Fidelity Lower Confidence Bounding Approach for Engineering Optimization Problems with Expensive Simulations

(2019) Ping Jiang et al.   AIAA JOURNAL

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

(2019) Qi Zhou et al.   ENGINEERING WITH COMPUTERS

Aerodynamic/aeroacoustic variable-fidelity optimization of helicopter rotor based on hierarchical Kriging model

(2019) Yuepeng BU et al.   Chinese Journal of Aeronautics

A multiple surrogate assisted multi/many-objective multi-fidelity evolutionary algorithm

(2019) Ahsanul Habib et al.   INFORMATION SCIENCES

Preference-driven Kriging-based multiobjective optimization method with a novel multipoint infill criterion and application to airfoil shape design

(2019) Youwei He et al.   AEROSPACE SCIENCE AND TECHNOLOGY

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

(2018) Leshi Shu et al.   APPLIED SOFT COMPUTING

Advances in surrogate based modeling, feasibility analysis, and optimization: A review

(2018) Atharv Bhosekar et al.   COMPUTERS & CHEMICAL ENGINEERING

How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison

(2018) Hisao Ishibuchi et al.   EVOLUTIONARY COMPUTATION

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 modified hypervolume based expected improvement for multi-objective efficient global optimization method

(2018) Zheng Li et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient

(2018) Kaifeng Yang et al.   Swarm and Evolutionary Computation

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]

(2017) Ye Tian et al.   IEEE Computational Intelligence Magazine

Expected Improvement of Penalty-Based Boundary Intersection for Expensive Multiobjective Optimization

(2017) Nobuo Namura et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization

(2017) Dawei Zhan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Kriging-assisted design optimization of S-shape supersonic compressor cascades

(2016) Giovanni Venturelli et al.   AEROSPACE SCIENCE AND TECHNOLOGY

SU2: An Open-Source Suite for Multiphysics Simulation and Design

(2016) Thomas D. Economon et al.   AIAA JOURNAL

Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models

(2016) Joshua Svenson et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Research on Metamodel-Based Global Design Optimization and Data Mining Methods

(2016) Liming Song et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Remarks on multi-fidelity surrogates

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

On the representation of the search region in multi-objective optimization

(2015) Kathrin Klamroth et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

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

(2014) Yan Liu et al.   APPLIED SOFT COMPUTING

Efficient Multi-Objective Simulation-Driven Antenna Design Using Co-Kriging

(2014) Slawomir Koziel et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Axial flow compressor blade optimization through flexible shape tuning by means of cooperative co-evolution algorithm and adaptive surrogate model

(2014) Peng Song et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY

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

(2013) Jiandao Zhu et al.   ENGINEERING OPTIMIZATION

Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization

(2013) Ivo Couckuyt et al.   JOURNAL OF GLOBAL OPTIMIZATION

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

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

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

(2009) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Recent advances in surrogate-based optimization

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

A New Variable-Fidelity Optimization Framework Based on Model Fusion and Objective-Oriented Sequential Sampling

(2008) Ying Xiong et al.   JOURNAL OF MECHANICAL DESIGN