OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 54. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Adversarial AutoEncoder-Based Large-Scale Dynamic Multi-Objective Evolutionary Algorithm	199
Multi-Agent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	173
Bayesian Performance Analysis for Algorithm Ranking Comparison	164
Revisiting Implicit and Explicit Averaging for Noisy Optimization	161
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	160
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)	137
TechRxiv: Share Your Preprint Research with the World!	124
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	120
A Deep Reinforcement Learning-Assisted Multimodal Multi-Objective Bi-Level Optimization Method for Multi-Robot Task Allocation	116
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	115
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	110
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	109
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	100
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	99
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	97
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	97
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	93
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	91
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	90
A Review on Evolutionary Multitask Optimization: Trends and Challenges	88
Table of Contents	87
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction	85
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	83
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning	82
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	77

MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	75
Table of Contents	75
IEEE Transactions on Evolutionary Computation Information for Authors	74
Fitness Landscape Optimization Makes Stochastic Symbolic Search By Genetic Programming Easier	72
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	72
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	72
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	72
Autoencoding With a Classifier System	69
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	69
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	68
Multi-Tree Genetic Programming for Learning Color and Multi-Scale Features in Image Classification	68
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	67
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	66
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	66
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	66
IEEE Transactions on Evolutionary Computation Publication Information	65
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects	65
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data	65
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning	65
Introducing IEEE Collabratec	63
TechRxiv: Share Your Preprint Research with the World!	62
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization	61
IEEE Transactions on Evolutionary Computation Publication Information	60
Table of contents	60
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning	58
Superpixel Segmentation Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images	58
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	58
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification	57
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization	54
Historical Information-assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization	54