Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization

A classification surrogate-assisted multi-objective evolutionary algorithm for expensive optimization

(2022) Jinglu Li et al.   KNOWLEDGE-BASED SYSTEMS

Multiple surrogates and offspring-assisted differential evolution for high-dimensional expensive problems

(2022) Xinjing Wang et al.   INFORMATION SCIENCES

A survey of fitness landscape analysis for optimization

(2022) Feng Zou et al.   NEUROCOMPUTING

Multiple Classifiers-Assisted Evolutionary Algorithm Based on Decomposition for High-Dimensional Multiobjective Problems

(2022) Takumi Sonoda et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate Models in Evolutionary Single-Objective Optimization: A New Taxonomy and Experimental Study

(2021) Hao Tong et al.   INFORMATION SCIENCES

Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

(2021) Genghui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Expensive Multiobjective Evolutionary Optimization Assisted by Dominance Prediction

(2021) Yuan Yuan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization

(2021) Man-Fai Leung et al.   NEURAL NETWORKS

A metaheuristic-based framework for index tracking with practical constraints

(2021) Man-Chung Yuen et al.   Complex & Intelligent Systems

An enhanced fast non-dominated solution sorting genetic algorithm for multi-objective problems

(2021) Wu Deng et al.   INFORMATION SCIENCES

Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization

(2021) Yuanchao Liu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization

(2021) Ruwang Jiao et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Choose Appropriate Subproblems for Collaborative Modeling in Expensive Multiobjective Optimization

(2021) Zhenkun Wang et al.   IEEE Transactions on Cybernetics

A Competitive Mechanism Multi-Objective Particle Swarm Optimization Algorithm and Its Application to Signalized Traffic Problem

(2020) Man-Chung Yuen et al.   CYBERNETICS AND SYSTEMS

Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization

(2020) Guodong Chen et al.   INFORMATION SCIENCES

An Efficient Surrogate-Assisted Hybrid Optimization Algorithm for Expensive Optimization Problems

(2020) Jeng-Shyang Pan et al.   INFORMATION SCIENCES

A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems

(2020) Fan Li et al.   IEEE Transactions on Cybernetics

A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization

(2020) Feng-Feng Wei et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Minimax and Biobjective Portfolio Selection Based on Collaborative Neurodynamic Optimization

(2020) Man-Fai Leung et al.   IEEE Transactions on Neural Networks and Learning Systems

A Novel Evolutionary Sampling Assisted Optimization Method for High-Dimensional Expensive Problems

(2019) Xinjing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm

(2019) Weifeng Gao et al.   IEEE Transactions on Systems Man Cybernetics-Systems

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

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 Generator for Multiobjective Test Problems with Difficult-to-Approximate Pareto Front Boundaries

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

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

(2018) Ruwang Jiao et al.   INFORMATION SCIENCES

A hybrid differential evolution and estimation of distribution algorithm based on neighbourhood search for job shop scheduling problems

(2015) Fuqing Zhao et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

The egg model - a geological ensemble for reservoir simulation

(2014) J. D. Jansen et al.   Geoscience Data Journal

Classification- and Regression-Assisted Differential Evolution for Computationally Expensive Problems

(2012) Xiao-Fen Lu et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Estimation of distribution and differential evolution cooperation for large scale economic load dispatch optimization of power systems

(2010) Yu Wang et al.   INFORMATION SCIENCES

Progress in design optimization using evolutionary algorithms for aerodynamic problems

(2009) Yongsheng Lian et al.   PROGRESS IN AEROSPACE SCIENCES

Comparing error estimation measures for polynomial and kriging approximation of noise-free functions

(2008) Tushar Goel et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION