OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 63. 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 2022-06-01 to 2026-06-01.)

Article	Citations
TechRxiv: Share Your Preprint Research with the World!	351
Table of Contents	208
IEEE Transactions on Evolutionary Computation Publication Information	204
Space Net Optimization for Single Objective Bound Constrained Problems	199
Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization	174
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	173
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	172
Surrogate-Assisted Efficient Grouping Evolutionary Search for Expensive Large-Scale Multi-Objective Optimization	164
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	153
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	140
A Modular Framework with an Adaptive Momentum-based Evolutionary Strategy for Physics-Informed Neural Networks	132
Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	129
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	126
Dynamic Multi-objective Operation Optimization for Multi-condition Blast Furnace Ironmaking Process with Changing Decision Variables	126
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	125
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	122
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	120
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	120
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	119
Revisiting Implicit and Explicit Averaging for Noisy Optimization	117
Dynamic Multiobjective Optimisation Based on Vector Autoregressive Evolution	115
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	114
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	110
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	103
A Review on Evolutionary Multitask Optimization: Trends and Challenges	99

A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	98
Bayesian Performance Analysis for Algorithm Ranking Comparison	98
Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization	97
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach	97
MORA-LLM: Enhancing Multiobjective Optimization Recommendation Algorithm by Integrating Large Language Models	96
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	93
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	92
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	92
Table of Contents	91
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	90
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	89
Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier	89
Table of Contents	87
A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	85
Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction	83
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	83
IEEE Transactions on Evolutionary Computation Information for Authors	82
Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP	82
Multimodal Multiobjective Neural Architecture Search for Lightweight and Failure-Resilient Time Series Forecasting	81
Frequency-domain Assisted Multitask Differential Evolution Algorithm for Operational Optimization of Coal Mine Integrated Energy Systems	80
Unleashing the Potential of Differential Evolution through Individual-Level Strategy Diversity	78
A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	76
Unsupervised Band Selection for Hyperspectral Image Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	76
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	75
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	74
Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data	74
POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification	72
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	71
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	70
Online Meteorological Forecasting Model Using Multi-feature Information Gain PSO and Evolving Fuzzy Systems	69
Multitree Genetic Programming with Behavioral Semantics for Large-Scale Dynamic Air Traffic Flow Management	69
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	68
Multi-Expert Genetic Programming based Ensemble for Long-Tailed Image Classification	67
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	67
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	67
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	67
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons	64
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	63