A practical regularity model based evolutionary algorithm for multiobjective optimization

Ra-dominance: A new dominance relationship for preference-based evolutionary multiobjective optimization

(2020) Juan Zou et al.   APPLIED SOFT COMPUTING

A clustering-based differential evolution with different crowding factors for nonlinear equations system

(2020) Jianye Wu et al.   APPLIED SOFT COMPUTING

PCA-assisted reproduction for continuous multi-objective optimization with complicated Pareto optimal set

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

Decomposition-based evolutionary dynamic multiobjective optimization using a difference model

(2019) Leilei Cao et al.   APPLIED SOFT COMPUTING

MOEA/D with the online agglomerative clustering based self-adaptive mating restriction strategy

(2019) Xin Li et al.   NEUROCOMPUTING

PSO+: A new particle swarm optimization algorithm for constrained problems

(2019) Manoela Kohler et al.   APPLIED SOFT COMPUTING

ISDE+ - An Indicator for Multi and Many-objective Optimization

(2018) Trinadh Pamulapati et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Improved Regularity Model-based EDA for Many-objective Optimization

(2018) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A new learning-based adaptive multi-objective evolutionary algorithm

(2018) Jianyong Sun et al.   Swarm and Evolutionary Computation

Information fusion in offspring generation: A case study in DE and EDA

(2018) Hui Fang et al.   Swarm and Evolutionary Computation

Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization

(2018)   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Learning from a Stream of Non-Stationary and Dependent Data in Multiobjective Evolutionary Optimization

(2018) Jianyong Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

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

Biased Multiobjective Optimization and Decomposition Algorithm

(2017) Hui Li et al.   IEEE Transactions on Cybernetics

A novel multi-objective evolutionary algorithm based on LLE manifold learning

(2016) Qiong Yuan et al.   ENGINEERING WITH COMPUTERS

A Self-Organizing Multiobjective Evolutionary Algorithm

(2016) Hu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Self-organizing multiobjective optimization based on decomposition with neighborhood ensemble

(2016) Hu Zhang et al.   NEUROCOMPUTING

Regularity Model for Noisy Multiobjective Optimization

(2016) Handing Wang et al.   IEEE Transactions on Cybernetics

Recent advances in differential evolution – An updated survey

(2016) Swagatam Das et al.   Swarm and Evolutionary Computation

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling

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

A general framework for evolutionary multiobjective optimization via manifold learning

(2014) Ke Li et al.   NEUROCOMPUTING

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

(2013) Aimin Zhou et al.   IEEE Transactions on Cybernetics

A regularity model-based multiobjective estimation of distribution algorithm with reducing redundant cluster operator

(2012) Yong Wang et al.   APPLIED SOFT COMPUTING

Multiobjective evolutionary algorithms: A survey of the state of the art

(2011) Aimin Zhou et al.   Swarm and Evolutionary Computation

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

Differential Evolution: A Survey of the State-of-the-Art

(2010) Swagatam Das et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm

(2009) Aimin Zhou et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm

(2008) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II

(2008) Hui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION