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125 PR articles • 10,461 PR citations • Sorted by year • Download PDF (PDF by citations)
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1Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization
IEEE Transactions on Evolutionary Computation, 2025, 29, 287-301
7.318Citations (PDF)
2Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach
IEEE Transactions on Evolutionary Computation, 2025, 29, 646-660
7.326Citations (PDF)
3Feature Subspace Learning-Based Binary Differential Evolution Algorithm for Unsupervised Feature Selection
IEEE Transactions on Big Data, 2025, 11, 99-114
4.08Citations (PDF)
4Fractional Order Differential Evolution
IEEE Transactions on Evolutionary Computation, 2025, 29, 822-835
7.318Citations (PDF)
5Two-Stage Deep Feature Selection Method Using Voting Differential Evolution Algorithm for Pneumonia Detection From Chest X-Ray Images
IEEE Transactions on Emerging Topics in Computational Intelligence, 2025, 9, 918-932
5.46Citations (PDF)
6Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm
IEEE Transactions on Emerging Topics in Computational Intelligence, 2025, 9, 2572-2583
5.44Citations (PDF)
7Evolutionary Multitask Optimization for Multiform Feature Selection in Classification
IEEE Transactions on Cybernetics, 2025, 55, 1673-1686
10.114Citations (PDF)
8A Novel Evolutionary Algorithm With Column and Sub-Block Local Search for <i>Sudoku</i> Puzzles
IEEE Transactions on Games, 2024, 16, 162-172
1.541Citations (PDF)
9A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning
IEEE Transactions on Industrial Informatics, 2024, 20, 669-680
9.537Citations (PDF)
10Knowledge Learning for Evolutionary Computation
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.352Citations (PDF)
11Block-Level Knowledge Transfer for Evolutionary Multitask Optimization
IEEE Transactions on Cybernetics, 2024, 54, 558-571
10.172Citations (PDF)
12Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.347Citations (PDF)
13Evolutionary Dynamic Database Partitioning Optimization for Privacy and Utility
IEEE Transactions on Dependable and Secure Computing, 2024, 21, 2296-2311
5.034Citations (PDF)
14Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.35Citations (PDF)
15A Co-evolutionary Multi-population Evolutionary Algorithm for Dynamic Multiobjective Optimization
Swarm and Evolutionary Computation, 2024, 89, 101648
7.914Citations (PDF)
16A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.311Citations (PDF)
17Multi-Source Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.35Citations (PDF)
18Multi-Level and Multi-Segment Learning Multitask Optimization via a Niching Method
IEEE Transactions on Evolutionary Computation, 2024, , 1-1
7.37Citations (PDF)
19Many-Objective Job-Shop Scheduling: A Multiple Populations for Multiple Objectives-Based Genetic Algorithm Approach
IEEE Transactions on Cybernetics, 2023, 53, 1460-1474
10.176Citations (PDF)
20Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks
IEEE Transactions on Neural Networks and Learning Systems, 2023, 34, 2338-2352
9.659Citations (PDF)
21Optimizing Niche Center for Multimodal Optimization Problems
IEEE Transactions on Cybernetics, 2023, 53, 2544-2557
10.152Citations (PDF)
22Dual Differential Grouping: A More General Decomposition Method for Large-Scale Optimization
IEEE Transactions on Cybernetics, 2023, 53, 3624-3638
10.145Citations (PDF)
23Community Detection Based on Multiobjective Particle Swarm Optimization and Graph Attention Variational Autoencoder
IEEE Transactions on Big Data, 2023, 9, 569-583
4.07Citations (PDF)
24Orthogonal Transfer for Multitask Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 185-200
7.363Citations (PDF)
25Distributed Differential Evolution With Adaptive Resource Allocation
IEEE Transactions on Cybernetics, 2023, 53, 2791-2804
10.1104Citations (PDF)
26Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning
CAAI Transactions on Intelligence Technology, 2023, 8, 849-862
8.136Citations (PDF)
27Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 964-979
7.372Citations (PDF)
28A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 1514-1528
7.362Citations (PDF)
29Multiple Populations for Multiple Objectives Framework With Bias Sorting for Many-Objective Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 1340-1354
7.336Citations (PDF)
30Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53, 2374-2386
7.319Citations (PDF)
31Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems
Knowledge-Based Systems, 2023, 261, 110206
7.2173Citations (PDF)
32Transferable Adaptive Differential Evolution for Many-Task Optimization
IEEE Transactions on Cybernetics, 2023, 53, 7295-7308
10.138Citations (PDF)
33Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7, 684-699
5.435Citations (PDF)
34Strength Learning Particle Swarm Optimization for Multiobjective Multirobot Task Scheduling
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53, 4052-4063
7.346Citations (PDF)
35Interaction-Based Prediction for Dynamic Multiobjective Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 1881-1895
7.340Citations (PDF)
36Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection
IEEE Transactions on Big Data, 2023, 9, 1004-1017
4.052Citations (PDF)
37Learning-Aided Evolution for Optimization
IEEE Transactions on Evolutionary Computation, 2023, 27, 1794-1808
7.3120Citations (PDF)
38Enhanced Multi-Task Learning and Knowledge Graph-Based Recommender System
IEEE Transactions on Knowledge and Data Engineering, 2023, 35, 10281-10294
6.990Citations (PDF)
39Toward explicit control between exploration and exploitation in evolutionary algorithms: A case study of differential evolution
Information Sciences, 2023, 649, 119656
6.554Citations (PDF)
40Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization
IEEE Transactions on Evolutionary Computation, 2023, , 1-1
7.330Citations (PDF)
41Scheduling Workflows With Composite Tasks: A Nested Particle Swarm Optimization Approach
IEEE Transactions on Services Computing, 2022, 15, 1074-1088
4.832Citations (PDF)
42Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration
IEEE Transactions on Evolutionary Computation, 2022, 26, 512-526
7.370Citations (PDF)
43Bipartite Cooperative Coevolution for Energy-Aware Coverage Path Planning of UAVs
IEEE Transactions on Artificial Intelligence, 2022, 3, 29-42
4.855Citations (PDF)
44Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33, 6286-6296
9.638Citations (PDF)
45Matrix-Based Evolutionary Computation
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6, 315-328
5.499Citations (PDF)
46A Multiobjective Framework for Many-Objective Optimization
IEEE Transactions on Cybernetics, 2022, 52, 13654-13668
10.136Citations (PDF)
47A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization
IEEE Transactions on Evolutionary Computation, 2022, 26, 719-734
7.3151Citations (PDF)
48Evolutionary Computation for Expensive Optimization: A Survey
Machine Intelligence Research, 2022, 19, 3-23
6.5134Citations (PDF)
49Evolutionary deep learning: A survey
Neurocomputing, 2022, 483, 42-58
5.9148Citations (PDF)
50Memory-Based Ant Colony System Approach for Multi-Source Data Associated Dynamic Electric Vehicle Dispatch Optimization
IEEE Transactions on Intelligent Transportation Systems, 2022, 23, 17491-17505
7.959Citations (PDF)
51Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]
IEEE Computational Intelligence Magazine, 2022, 17, 83-102
2.4117Citations (PDF)
52A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6, 1438-1452
5.430Citations (PDF)
53An Adaptive Ant Colony System Based on Variable Range Receding Horizon Control for Berth Allocation Problem
IEEE Transactions on Intelligent Transportation Systems, 2022, 23, 21675-21686
7.929Citations (PDF)
54Compressed-Encoding Particle Swarm Optimization with Fuzzy Learning for Large-Scale Feature Selection
Symmetry, 2022, 14, 1142
2.025Citations (PDF)
55A Multipopulation Multiobjective Ant Colony System Considering Travel and Prevention Costs for Vehicle Routing in COVID-19-Like Epidemics
IEEE Transactions on Intelligent Transportation Systems, 2022, 23, 25062-25076
7.973Citations (PDF)
56Real Environment-Aware Multisource Data-Associated Cold Chain Logistics Scheduling: A Multiple Population-Based Multiobjective Ant Colony System Approach
IEEE Transactions on Intelligent Transportation Systems, 2022, 23, 23613-23627
7.935Citations (PDF)
57Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates
IEEE Transactions on Cybernetics, 2021, 51, 3925-3937
10.1120Citations (PDF)
58A Multi-Objective Ant Colony System Algorithm for Airline Crew Rostering Problem With Fairness and Satisfaction
IEEE Transactions on Intelligent Transportation Systems, 2021, 22, 6784-6798
7.997Citations (PDF)
59Maximizing Lifetime of Range-Adjustable Wireless Sensor Networks: A Neighborhood-Based Estimation of Distribution Algorithm
IEEE Transactions on Cybernetics, 2021, 51, 5433-5444
10.141Citations (PDF)
60Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization
IEEE Transactions on Cybernetics, 2021, 51, 1175-1188
10.1202Citations (PDF)
61Efficient Hyperparameter Optimization for Convolution Neural Networks in Deep Learning: A Distributed Particle Swarm Optimization Approach
Cybernetics and Systems, 2021, 52, 36-57
2.270Citations (PDF)
62Multiple populations co-evolutionary particle swarm optimization for multi-objective cardinality constrained portfolio optimization problem
Neurocomputing, 2021, 430, 58-70
5.963Citations (PDF)
63SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems
IEEE Transactions on Evolutionary Computation, 2021, 25, 478-491
7.3127Citations (PDF)
64A survey on evolutionary computation for complex continuous optimization
Artificial Intelligence Review, 2021, 55, 59-110
11.5317Citations (PDF)
65Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization
IEEE Transactions on Evolutionary Computation, 2021, 25, 779-793
7.388Citations (PDF)
66Distributed Memetic Algorithm for Outsourced Database Fragmentation
IEEE Transactions on Cybernetics, 2021, 51, 4808-4821
10.162Citations (PDF)
67Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization
IEEE Transactions on Cybernetics, 2021, 51, 4848-4859
10.165Citations (PDF)
68Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems
IEEE Transactions on Evolutionary Computation, 2020, 24, 114-128
7.3230Citations (PDF)
69Cooperative Coevolutionary Bare-Bones Particle Swarm Optimization With Function Independent Decomposition for Large-Scale Supply Chain Network Design With Uncertainties
IEEE Transactions on Cybernetics, 2020, 50, 4454-4468
10.199Citations (PDF)
70Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling
IEEE Transactions on Cybernetics, 2020, 50, 2715-2729
10.1234Citations (PDF)
71Triple Archives Particle Swarm Optimization
IEEE Transactions on Cybernetics, 2020, 50, 4862-4875
10.1211Citations (PDF)
72Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems
IEEE Transactions on Cybernetics, 2020, 50, 3343-3357
10.1142Citations (PDF)
73Neural Network-Based Information Transfer for Dynamic Optimization
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31, 1557-1570
9.696Citations (PDF)
74An expanded particle swarm optimization based on multi-exemplar and forgetting ability
Information Sciences, 2020, 508, 105-120
6.5162Citations (PDF)
75Adaptive Distributed Differential Evolution
IEEE Transactions on Cybernetics, 2020, 50, 4633-4647
10.1231Citations (PDF)
76Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems
IEEE Transactions on Evolutionary Computation, 2020, 24, 708-719
7.3132Citations (PDF)
77An Efficient Ant Colony System Approach for New Energy Vehicle Dispatch Problem
IEEE Transactions on Intelligent Transportation Systems, 2020, 21, 4784-4797
7.959Citations (PDF)
78Automatic Planning of Multiple Itineraries: A Niching Genetic Evolution Approach
IEEE Transactions on Intelligent Transportation Systems, 2020, 21, 4225-4240
7.934Citations (PDF)
79A Multi-Angle Hierarchical Differential Evolution Approach for Multimodal Optimization Problems
IEEE Access, 2020, 8, 178322-178335
3.19Citations (PDF)
80Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing
IEEE Transactions on Computational Social Systems, 2020, 7, 1033-1046
4.887Citations (PDF)
81A Fast Efficient Local Search-Based Algorithm for Multi-Objective Supply Chain Configuration Problem
IEEE Access, 2020, 8, 62924-62931
3.17Citations (PDF)
82Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation
IEEE Transactions on Evolutionary Computation, 2020, 24, 923-937
7.3142Citations (PDF)
83Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach
IEEE Transactions on Cybernetics, 2019, 49, 2912-2926
10.1253Citations (PDF)
84A Discrete Multiobjective Particle Swarm Optimizer for Automated Assembly of Parallel Cognitive Diagnosis Tests
IEEE Transactions on Cybernetics, 2019, 49, 2792-2805
10.134Citations (PDF)
85Historical and Heuristic-Based Adaptive Differential Evolution
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 49, 2623-2635
7.382Citations (PDF)
86A Distributed Multiple Populations Framework for Evolutionary Algorithm in Solving Dynamic Optimization Problems
IEEE Access, 2019, 7, 44372-44390
3.121Citations (PDF)
87An Optimization and Auction-Based Incentive Mechanism to Maximize Social Welfare for Mobile Crowdsourcing
IEEE Transactions on Computational Social Systems, 2019, 6, 414-429
4.8142Citations (PDF)
88Deep Residual Convolutional Neural Network for Protein-Protein Interaction Extraction
IEEE Access, 2019, 7, 89354-89365
3.131Citations (PDF)
89Distributed minimum spanning tree differential evolution for multimodal optimization problems
Soft Computing, 2019, 23, 13339-13349
2.515Citations (PDF)
90Intelligent Path Planning for AUVs in Dynamic Environments: An EDA-Based Learning Fixed Height Histogram Approach
IEEE Access, 2019, 7, 185433-185446
3.118Citations (PDF)
91Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization
IEEE Transactions on Evolutionary Computation, 2019, 23, 587-602
7.3224Citations (PDF)
92Particle swarm optimization based on dimensional learning strategy
Swarm and Evolutionary Computation, 2019, 45, 33-51
7.9215Citations (PDF)
93Large-scale evolutionary optimization: a survey and experimental comparative study
International Journal of Machine Learning and Cybernetics, 2019, 11, 729-745
2.277Citations (PDF)
94Dual-Strategy Differential Evolution With Affinity Propagation Clustering for Multimodal Optimization Problems
IEEE Transactions on Evolutionary Computation, 2018, 22, 894-908
7.3160Citations (PDF)
95A multi-swarm particle swarm optimization algorithm based on dynamical topology and purposeful detecting
Applied Soft Computing Journal, 2018, 67, 126-140
6.2145Citations (PDF)
96Secure data uploading scheme for a smart home system
Information Sciences, 2018, 453, 186-197
6.584Citations (PDF)
97An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing
IEEE Transactions on Evolutionary Computation, 2018, 22, 113-128
7.3356Citations (PDF)
98Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization
IEEE Transactions on Cybernetics, 2018, 48, 2166-2180
10.186Citations (PDF)
99Solving the Energy Efficient Coverage Problem in Wireless Sensor Networks: A Distributed Genetic Algorithm Approach with Hierarchical Fitness Evaluation
Energies, 2018, 11, 3526
3.033Citations (PDF)
100Neural Network for Change Direction Prediction in Dynamic Optimization
IEEE Access, 2018, 6, 72649-72662
3.124Citations (PDF)
101Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version
IEEE Transactions on Parallel and Distributed Systems, 2017, 28, 704-716
4.5151Citations (PDF)
102An Energy Aware Unified Ant Colony System for Dynamic Virtual Machine Placement in Cloud Computing
Energies, 2017, 10, 609
3.037Citations (PDF)
103Topology selection for particle swarm optimization
Information Sciences, 2016, 363, 154-173
6.594Citations (PDF)
104Kuhn–Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks
IEEE Transactions on Evolutionary Computation, 2016, 20, 695-710
7.396Citations (PDF)
105A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms
IEEE Transactions on Evolutionary Computation, 2016, 20, 563-576
7.347Citations (PDF)
106Fast Micro-Differential Evolution for Topological Active Net Optimization
IEEE Transactions on Cybernetics, 2016, 46, 1411-1423
10.127Citations (PDF)
107Artificial bee colony algorithm with an adaptive greedy position update strategy
Soft Computing, 2016, 22, 437-451
2.530Citations (PDF)
108Distributed evolutionary algorithms and their models: A survey of the state-of-the-art
Applied Soft Computing Journal, 2015, 34, 286-300
6.2409Citations (PDF)
109A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems
IEEE Transactions on Evolutionary Computation, 2015, , 1-1
7.334Citations (PDF)
110Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches
ACM Computing Surveys, 2015, 47, 1-33
20.2403Citations (PDF)
111An Evolutionary Algorithm with Double-Level Archives for Multiobjective Optimization
IEEE Transactions on Cybernetics, 2015, 45, 1851-1863
10.155Citations (PDF)
112Competitive and cooperative particle swarm optimization with information sharing mechanism for global optimization problems
Information Sciences, 2015, 293, 370-382
6.5175Citations (PDF)
113Differential Evolution with an Evolution Path: A DEEP Evolutionary Algorithm
IEEE Transactions on Cybernetics, 2015, 45, 1798-1810
10.1151Citations (PDF)
114Bi-Velocity Discrete Particle Swarm Optimization and Its Application to Multicast Routing Problem in Communication Networks
IEEE Transactions on Industrial Electronics, 2014, 61, 7141-7151
6.5112Citations (PDF)
115Differential Evolution With Two-Level Parameter Adaptation
IEEE Transactions on Cybernetics, 2014, 44, 1080-1099
10.1314Citations (PDF)
116Optimizing Power Electronic Circuit Design with Uniform Search Range
International Journal of Swarm Intelligence Research, 2014, 5, 41-59
0.62Citations (PDF)
117Multiple Populations for Multiple Objectives: A Coevolutionary Technique for Solving Multiobjective Optimization Problems
IEEE Transactions on Cybernetics, 2013, 43, 445-463
10.1506Citations (PDF)
118Particle Swarm Optimization With an Aging Leader and Challengers
IEEE Transactions on Evolutionary Computation, 2013, 17, 241-258
7.3681Citations (PDF)
119An Efficient Resource Allocation Scheme Using Particle Swarm Optimization
IEEE Transactions on Evolutionary Computation, 2012, 16, 801-816
7.3131Citations (PDF)
120Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm With Redundant Reader Elimination
IEEE Transactions on Industrial Informatics, 2012, 8, 900-912
9.5119Citations (PDF)
121A survey on algorithm adaptation in evolutionary computation
Frontiers of Electrical and Electronic Engineering, 2012, 7, 16-31
0.430Citations (PDF)
122Evolutionary Computation Meets Machine Learning: A Survey
IEEE Computational Intelligence Magazine, 2011, 6, 68-75
2.4254Citations (PDF)
123Orthogonal Learning Particle Swarm Optimization
IEEE Transactions on Evolutionary Computation, 2011, 15, 832-847
7.3664Citations (PDF)
124An Efficient Ant Colony System Based on Receding Horizon Control for the Aircraft Arrival Sequencing and Scheduling Problem
IEEE Transactions on Intelligent Transportation Systems, 2010, 11, 399-412
7.9143Citations (PDF)
125Adaptive Particle Swarm Optimization
IEEE Transactions on Systems, Man, and Cybernetics, 2009, 39, 1362-1381
5.11,804Citations (PDF)