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
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	97
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	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

Table of Contents	75
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	75
IEEE Transactions on Evolutionary Computation Information for Authors	74
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	72
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
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	69
Autoencoding With a Classifier System	69
Multi-Tree Genetic Programming for Learning Color and Multi-Scale Features in Image Classification	68
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	68
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	67
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	66
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
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
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
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
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	58
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
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