OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 57. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
TechRxiv: Share Your Preprint Research with the World!	241
Revisiting Implicit and Explicit Averaging for Noisy Optimization	203
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	193
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	160
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution	156
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	142
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	136
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	134
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	133
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	119
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	115
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach	114
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	112
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	107
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	104
Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization	101
Space Net Optimization for Single Objective Bound Constrained Problems	91
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	91
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	89
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	88
Bayesian Performance Analysis for Algorithm Ranking Comparison	87
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	85
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	84
A Review on Evolutionary Multitask Optimization: Trends and Challenges	84
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	83

Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	83
Table of Contents	81
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	80
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	79
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning	78
Unsupervised Band Selection for Hyperspectral Images Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	76
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	72
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	70
Table of Contents	70
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	70
IEEE Transactions on Evolutionary Computation Information for Authors	68
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	68
Fitness Landscape Optimization Makes Stochastic Symbolic Search By Genetic Programming Easier	67
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	67
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	66
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	66
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	65
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	65
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	64
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	64
Autoencoding With a Classifier System	64
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction	62
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	61
IEEE Transactions on Evolutionary Computation Publication Information	61
Introducing IEEE Collabratec	60
IEEE Transactions on Evolutionary Computation Publication Information	59
Table of contents	59
TechRxiv: Share Your Preprint Research with the World!	59
Learning-Based Temporal Sequence of Constrained Handling Selection for Constrained Multi-objective Evolutionary Optimization	58
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning	58
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects	58
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data	58
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization	57