2010 · IEEE Transactions on Evolutionary Computation
Differential Evolution: A Survey of the State-of-the-Art
5,287 citationsRead
Most cited
734 papers in total2006 · IEEE Transactions on Evolutionary Computation
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
3,743 citationsRead
2008 · IEEE Transactions on Evolutionary Computation
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization
3,614 citationsRead
2005
Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization
2,565 citations
2011 · Swarm and Evolutionary Computation
Multiobjective evolutionary algorithms: A survey of the state of the art
2,255 citationsRead
2022 · Engineering Applications of Artificial Intelligence
Ensemble deep learning: A review
2,140 citationsRead
Newest first
734 papers in total2024
- Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunitiesSwarm and Evolutionary Computation · 137 citations
- TFormer: A time–frequency Transformer with batch normalization for driver fatigue recognitionAdvanced Engineering Informatics · 82 citations
- Benchmark problems for large-scale constrained multi-objective optimization with baseline resultsSwarm and Evolutionary Computation · 71 citations
- Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation SchedulingIEEE Transactions on Systems Man and Cybernetics Systems · 62 citations
- Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization ProblemsIEEE/CAA Journal of Automatica Sinica · 62 citations
- Scheduling Multiobjective Dynamic Surgery Problems via Q-Learning-Based Meta-HeuristicsIEEE Transactions on Systems Man and Cybernetics Systems · 60 citations
- Ensemble deep learning for Alzheimer’s disease characterization and estimationNature Mental Health · 59 citations
2023
- Random vector functional link network: Recent developments, applications, and future directionsApplied Soft Computing · 211 citations
- Performance assessment and exhaustive listing of 500+ nature-inspired metaheuristic algorithmsSwarm and Evolutionary Computation · 207 citations
- SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional DataIEEE Transactions on Evolutionary Computation · 155 citations
- A decomposition-based hybrid ensemble CNN framework for driver fatigue recognitionInformation Sciences · 84 citations
- Scheduling Eight-Phase Urban Traffic Light Problems via Ensemble Meta-Heuristics and Q-Learning Based Local SearchIEEE Transactions on Intelligent Transportation Systems · 62 citations
- Ensemble reinforcement learning: A surveyApplied Soft Computing · 59 citations
2022
- Bayesian optimization based dynamic ensemble for time series forecastingInformation Sciences · 215 citations
- Collaborative Truck-Drone Routing for Contactless Parcel Delivery During the EpidemicIEEE Transactions on Intelligent Transportation Systems · 122 citations
- Random vector functional link neural network based ensemble deep learning for short-term load forecastingExpert Systems with Applications · 115 citations
- Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural NetworksIEEE Transactions on Industrial Informatics · 101 citations
- Dynamic ensemble deep echo state network for significant wave height forecastingApplied Energy · 94 citations
- Oblique and rotation double random forestNeural Networks · 83 citations
- Ensemble of Metaheuristic and Exact Algorithm Based on the Divide-and-Conquer Framework for Multisatellite Observation SchedulingIEEE Transactions on Aerospace and Electronic Systems · 82 citations
- Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic CharacteristicsIEEE Journal of Biomedical and Health Informatics · 82 citations
- Ensemble Deep Random Vector Functional Link Neural Network for RegressionIEEE Transactions on Systems Man and Cybernetics Systems · 66 citations
- Multimodal and Multiuser Semantic Communications for Channel-Level Information FusionIEEE Wireless Communications · 66 citations
- Alzheimer’s Disease Diagnosis via Intuitionistic Fuzzy Random Vector Functional Link NetworkIEEE Transactions on Computational Social Systems · 60 citations
2021
- Major Advances in Particle Swarm Optimization: Theory, Analysis, and ApplicationSwarm and Evolutionary Computation · 466 citations
- A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problemsSwarm and Evolutionary Computation · 406 citations
- Task Scheduling in Cloud Computing based on Meta-heuristics: Review, Taxonomy, Open Challenges, and Future TrendsSwarm and Evolutionary Computation · 355 citations
- A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline resultsSwarm and Evolutionary Computation · 309 citations
- Random vector functional link neural network based ensemble deep learningPattern Recognition · 286 citations
- Differential evolution using improved crowding distance for multimodal multiobjective optimizationSwarm and Evolutionary Computation · 202 citations
Research in numbers
From OpenAlex- article175
- conference paper24
- report1
- Swarm and Evolutionary Computation25
- Information Sciences23
- Applied Soft Computing17
- IEEE Congress on Evolutionary Computation (CEC)13
- IEEE Transactions on Evolutionary Computation11
- Quan-Ke Pan26
- Rammohan Mallipeddi24
- Jing Liang23
- M. Fatih Tasgetiren18
- Swagatam Das17
Experience and education
Universities
2026Southwest University
1995 to 2024Nanyang Technological University
2016University of Cambridge
2016National University of Singapore
2015King Abdulaziz University
2008University of Science and Technology of China
1998 to 2003The University of Queensland
2002The University of Sydney
Industry and labs
2007 to 2008National Institutes of Health
2007National Centre for Biological Sciences