Surrogate-assisted MOEA/D for expensive constrained multi-objective optimization

Differential evolution guided by approximated Pareto set for multiobjective optimization

(2023) Shuai Wang et al.   INFORMATION SCIENCES

Constraint boundary pursuing-based surrogate-assisted differential evolution for expensive optimization problems with mixed constraints

(2023) Zan Yang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A reinforcement learning level-based particle swarm optimization algorithm for large-scale optimization

(2022) Feng Wang et al.   INFORMATION SCIENCES

An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization

(2022) Jialiang Zhang et al.   INFORMATION SCIENCES

A general framework of surrogate-assisted evolutionary algorithms for solving computationally expensive constrained optimization problems

(2022) Zan Yang et al.   INFORMATION SCIENCES

Many-objective evolutionary algorithm based on spatial distance and decision vector self-learning

(2022) Lei Yang et al.   INFORMATION SCIENCES

A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts

(2021) Yicun Hua et al.   IEEE-CAA Journal of Automatica Sinica

A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques

(2021) Guohua Wu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A particle swarm optimization algorithm for mixed-variable optimization problems

(2020) Feng Wang et al.   Swarm and Evolutionary Computation

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

Evolutionary Constrained Multiobjective Optimization: Test Suite Construction and Performance Comparisons

(2019) Zhongwei Ma et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems

(2019) Zan Yang et al.   INFORMATION SCIENCES

Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems

(2019) Huangke Chen et al.   IEEE Transactions on Cybernetics

A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty

(2018) Junfei Qiao et al.   APPLIED SOFT COMPUTING

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

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

A screening-based gradient-enhanced Kriging modeling method for high-dimensional problems

(2018) Liming Chen et al.   APPLIED MATHEMATICAL MODELLING

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

Constrained multi-objective antenna design optimization using surrogates

(2017) Prashant Singh et al.   INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS

Review of design optimization methods for turbomachinery aerodynamics

(2017) Zhihui Li et al.   PROGRESS IN AEROSPACE SCIENCES

A surrogate-assisted evolution strategy for constrained multi-objective optimization

(2016) Rituparna Datta et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization

(2016) Ran Cheng et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Bayesian approach to constrained single- and multi-objective optimization

(2016) Paul Feliot et al.   JOURNAL OF GLOBAL OPTIMIZATION

Multi-objective constrained black-box optimization using radial basis function surrogates

(2016) Rommel G. Regis   Journal of Computational Science

A variable reduction strategy for evolutionary algorithms handling equality constraints

(2015) Guohua Wu et al.   APPLIED SOFT COMPUTING

Kriging-based infill sampling criterion for constraint handling in multi-objective optimization

(2015) Jesús Martínez-Frutos et al.   JOURNAL OF GLOBAL OPTIMIZATION

Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

(2013) Hai-Lin Liu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms

(2013) Zhenan He et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

(2013) Himanshu Jain et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

(2010) Johannes Bader et al.   EVOLUTIONARY COMPUTATION

Constraint Handling in Multiobjective Evolutionary Optimization

(2009) Y.G. Woldesenbet et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

JADE: Adaptive Differential Evolution With Optional External Archive

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

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

(2009) Songqing Shan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION