On lower confidence bound improvement matrix-based approaches for multiobjective Bayesian optimization and its applications to thin-walled structures

A new multi-objective Bayesian optimization formulation with the acquisition function for convergence and diversity

(2020) Leshi Shu et al.   JOURNAL OF MECHANICAL DESIGN

Parallelized multiobjective efficient global optimization algorithm and its applications

(2020) Guangyong Sun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Characterization of initial and subsequent yield behaviors of closed-cell aluminum foams under multiaxial loadings

(2020) Erdong Wang et al.   COMPOSITES PART B-ENGINEERING

A novel failure criterion based upon forming limit curve for thermoplastic composites

(2020) Zhen Wang et al.   COMPOSITES PART B-ENGINEERING

Efficient computation of expected hypervolume improvement using box decomposition algorithms

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

Energy absorption mechanism of axially-varying thickness (AVT) multicell thin-walled structures under out-of-plane loading

(2019) Tong Pang et al.   ENGINEERING STRUCTURES

A new multi-objective discrete robust optimization algorithm for engineering design

(2018) Guangyong Sun et al.   APPLIED MATHEMATICAL MODELLING

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

Design of bionic-bamboo thin-walled structures for energy absorption

(2018) Jie Fu et al.   THIN-WALLED STRUCTURES

Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization

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

An experimental and numerical study on quasi-static and dynamic crashing behaviors for tailor rolled blank (TRB) structures

(2017) Guangyong Sun et al.   MATERIALS & DESIGN

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

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

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

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

Multi-objective and multi-case reliability-based design optimization for tailor rolled blank (TRB) structures

(2016) Guangyong Sun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On design optimization for structural crashworthiness and its state of the art

(2016) Jianguang Fang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Crashworthiness analysis and design of multi-cell hexagonal columns under multiple loading cases

(2015) Na Qiu et al.   FINITE ELEMENTS IN ANALYSIS AND DESIGN

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling

(2015) Ran Cheng et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Crashing analysis and multiobjective optimization for thin-walled structures with functionally graded thickness

(2013) Guangyong Sun et al.   INTERNATIONAL JOURNAL OF IMPACT ENGINEERING

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

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

A review on tailored blanks—Production, applications and evaluation

(2013) Marion Merklein et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Robust optimization of foam-filled thin-walled structure based on sequential Kriging metamodel

(2013) Guangyong Sun et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodel-based lightweight design of B-pillar with TWB structure via support vector regression

(2009) Feng Pan et al.   COMPUTERS & STRUCTURES

A systems approach to evolutionary multiobjective structural optimization and beyond

(2009) Yaochu Jin et al.   IEEE Computational Intelligence Magazine

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

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

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

(2008) A.K. Qin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION