OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 56. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Adversarial AutoEncoder-Based Large-Scale Dynamic Multi-Objective Evolutionary Algorithm	205
Multi-Agent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	178
Revisiting Implicit and Explicit Averaging for Noisy Optimization	167
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	166
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)	166
TechRxiv: Share Your Preprint Research with the World!	145
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	132
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	125
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution	119
Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization	119
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	114
A Review on Evolutionary Multitask Optimization: Trends and Challenges	112
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	104
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	104
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	102
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	100
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	96
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	95
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	94
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	94
Bayesian Performance Analysis for Algorithm Ranking Comparison	89
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	86
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	86
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	84
Table of Contents	80

Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	79
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	78
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	78
Table of Contents	75
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	74
IEEE Transactions on Evolutionary Computation Information for Authors	74
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	74
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	73
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	72
Fitness Landscape Optimization Makes Stochastic Symbolic Search By Genetic Programming Easier	72
Autoencoding With a Classifier System	71
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	70
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	69
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	69
Multi-Tree Genetic Programming for Learning Color and Multi-Scale Features in Image Classification	69
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction	69
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	69
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	67
IEEE Transactions on Evolutionary Computation Publication Information	66
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning	66
Introducing IEEE Collabratec	65
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning	65
TechRxiv: Share Your Preprint Research with the World!	63
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization	63
Table of contents	61
IEEE Transactions on Evolutionary Computation Publication Information	59
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning	59
Superpixel Segmentation Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images	58
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	57
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization	56
Historical Information-assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization	56
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification	56