OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 62. 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 2022-05-01 to 2026-05-01.)

Article	Citations
TechRxiv: Share Your Preprint Research with the World!	340
Space Net Optimization for Single Objective Bound Constrained Problems	202
Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization	200
Revisiting Implicit and Explicit Averaging for Noisy Optimization	197
Surrogate-Assisted Efficient Grouping Evolutionary Search for Expensive Large-Scale Multi-Objective Optimization	173
Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization	170
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	167
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	162
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	152
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	139
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	132
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	125
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	125
MORA-LLM: Enhancing Multi-Objective Optimization Recommendation Algorithm by Integrating Large Language Models	123
Table of Contents	122
IEEE Transactions on Evolutionary Computation Publication Information	119
Bayesian Performance Analysis for Algorithm Ranking Comparison	118
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	117
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	114
Dynamic Multiobjective Optimisation Based on Vector Autoregressive Evolution	113
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	111
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	110
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach	108
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	101
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	98

A Review on Evolutionary Multitask Optimization: Trends and Challenges	96
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	96
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	95
A Modular Framework with an Adaptive Momentum-based Evolutionary Strategy for Physics-Informed Neural Networks	94
Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	91
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	90
Dynamic Multi-objective Operation Optimization for Multi-condition Blast Furnace Ironmaking Process with Changing Decision Variables	90
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	90
Table of Contents	88
Multi-Expert Genetic Programming based Ensemble for Long-Tailed Image Classification	88
Table of Contents	87
Unsupervised Band Selection for Hyperspectral Image Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	86
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	85
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	85
Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction	83
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	82
IEEE Transactions on Evolutionary Computation Information for Authors	81
Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP	81
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	78
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	78
Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier	76
POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification	75
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons	74
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	73
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	73
A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	72
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	71
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	70
Multimodal Multiobjective Neural Architecture Search for Lightweight and Failure-Resilient Time Series Forecasting	68
Frequency-domain Assisted Multitask Differential Evolution Algorithm for Operational Optimization of Coal Mine Integrated Energy Systems	67
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	67
Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data	67
Unleashing the Potential of Differential Evolution through Individual-Level Strategy Diversity	67
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	66
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	64
IEEE Transactions on Evolutionary Computation Publication Information	63
A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	63
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	62