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Balancing exploration and exploitation in dynamic constrained multimodal multi-objective co-evolutionary algorithm

Swarm and evolutionary computation, 2024-08, Vol.89, p.101652, Article 101652

2024

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Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems

IEEE/CAA journal of automatica sinica, 2024-08, Vol.11 (8), p.1819-1835

2024

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A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization

Information sciences, 2024-08, Vol.677, p.120879, Article 120879

2024

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History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization

IEEE transactions on evolutionary computation, 2024-07, p.1-1

2024

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Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization

IEEE/CAA journal of automatica sinica, 2024-06, Vol.11 (6), p.1458-1475

2024

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Aircraft DC Arc Fault Detection Approach Based on Sliding Time Window with Peak-to-Peak Value and Spectrum Integration

2024 IEEE 7th International Electrical and Energy Conference (CIEEC), 2024, p.4309-4314

2024

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Vibration Characteristics of GIS Under Multi-Frequency Sinusoidal Steady Current

2024 IEEE 7th International Electrical and Energy Conference (CIEEC), 2024, p.1289-1292

2024

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Surrogate-assisted PSO with archive-based neighborhood search for medium-dimensional expensive multi-objective problems

Information sciences, 2024-05, Vol.666, p.120405, Article 120405

2024

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Benchmark problems for large-scale constrained multi-objective optimization with baseline results

Swarm and evolutionary computation, 2024-04, Vol.86, p.101504, Article 101504

2024

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Knowledge-aware progressive clustering for social image

Complex & intelligent systems, 2024-04, Vol.10 (2), p.2173-2185

2024

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A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems

Expert systems with applications, 2024-03, Vol.238, p.121707, Article 121707

2024

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Collaborative resource allocation-based differential evolution for solving numerical optimization problems

Information sciences, 2024-03, Vol.660, p.120104, Article 120104

2024

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An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification

Science China. Information sciences, 2024-02, Vol.67 (2), p.120101, Article 120101

2024

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A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization

IEEE transactions on evolutionary computation, 2024, p.1-1

2024

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A Multiform Optimization Framework for Multi-objective Feature Selection in Classification

IEEE transactions on evolutionary computation, 2024, p.1-1

2024

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IEEE_Xplore

Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm

IEEE transactions on evolutionary computation, 2024, p.1-1

2024

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IEEE_Xplore

A Novel Adaptive Bandit-Based Selection Hyper-Heuristic for Multiobjective Optimization

IEEE transactions on systems, man, and cybernetics. Systems, 2023-12, Vol.53 (12), p.1-14

2023

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IEEE_Xplore

Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization

IEEE transactions on evolutionary computation, 2023-12, Vol.27 (6), p.1780-1793

2023

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IEEE_Xplore

A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification

Information sciences, 2023-11, Vol.648, p.119619, Article 119619

2023

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An incremental random walk algorithm for sampling continuous fitness landscapes

Neurocomputing (Amsterdam), 2023-10, Vol.553, p.126549, Article 126549

2023

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Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization

IEEE/CAA journal of automatica sinica, 2023-10, Vol.10 (10), p.1951-1964

2023

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IEEE_Xplore

A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization

IEEE transactions on evolutionary computation, 2023-10, Vol.27 (5), p.1398-1412

2023

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IEEE_Xplore

Two-stage adaptive differential evolution with dynamic dual-populations for multimodal multi-objective optimization with local Pareto solutions

Information sciences, 2023-10, Vol.644, p.119271, Article 119271

2023

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Keenness for characterizing continuous optimization problems and predicting differential evolution algorithm performance

Complex & intelligent systems, 2023-10, Vol.9 (5), p.5251-5266

2023

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Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms

IEEE transactions on evolutionary computation, 2023-08, Vol.27 (4), p.949-963

2023

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IEEE_Xplore

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Balancing exploration and exploitation in dynamic constrained multimodal multi-objective co-evolutionary algorithm

Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems

A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization

History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization

Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization

Aircraft DC Arc Fault Detection Approach Based on Sliding Time Window with Peak-to-Peak Value and Spectrum Integration

Vibration Characteristics of GIS Under Multi-Frequency Sinusoidal Steady Current

Surrogate-assisted PSO with archive-based neighborhood search for medium-dimensional expensive multi-objective problems

Benchmark problems for large-scale constrained multi-objective optimization with baseline results

Knowledge-aware progressive clustering for social image

A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems

Collaborative resource allocation-based differential evolution for solving numerical optimization problems

An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification

A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization

A Multiform Optimization Framework for Multi-objective Feature Selection in Classification

Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm

A Novel Adaptive Bandit-Based Selection Hyper-Heuristic for Multiobjective Optimization

Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization

A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification

An incremental random walk algorithm for sampling continuous fitness landscapes

Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization

A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization

Two-stage adaptive differential evolution with dynamic dual-populations for multimodal multi-objective optimization with local Pareto solutions

Keenness for characterizing continuous optimization problems and predicting differential evolution algorithm performance

Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms

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