OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 61. 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 2022-01-01 to 2026-01-01.)

Article	Citations
TechRxiv: Share Your Preprint Research with the World!	293
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach	230
Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	189
Revisiting Implicit and Explicit Averaging for Noisy Optimization	179
Space Net Optimization for Single Objective Bound Constrained Problems	167
Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization	151
Surrogate-Assisted Efficient Grouping Evolutionary Search for Expensive Large-Scale Multi-Objective Optimization	150
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	147
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	141
MORA-LLM: Enhancing Multi-Objective Optimization Recommendation Algorithm by Integrating Large Language Models	141
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	126
Bayesian Performance Analysis for Algorithm Ranking Comparison	122
Table of Contents	120
IEEE Transactions on Evolutionary Computation Publication Information	116
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	110
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	107
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	106
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	105
Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization	103
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	100
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution	100
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	96
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	95
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	94
A Review on Evolutionary Multitask Optimization: Trends and Challenges	94

A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	91
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	88
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	88
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	85
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	83
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	82
Table of Contents	81
Table of Contents	79
Unsupervised Band Selection for Hyperspectral Images Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	77
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	76
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	76
IEEE Transactions on Evolutionary Computation Information for Authors	76
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	76
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	75
Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP	75
A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	75
A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	74
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	73
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	72
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	71
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	71
Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier	71
Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data	70
POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification	70
Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction	69
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	69
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	67
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	65
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning	65
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	64
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons	64
IEEE Transactions on Evolutionary Computation Publication Information	63
TechRxiv: Share Your Preprint Research with the World!	63
Introducing IEEE Collabratec	63
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects	62
IEEE Transactions on Evolutionary Computation Publication Information	61