OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 58. 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 2021-08-01 to 2025-08-01.)

Article	Citations
TechRxiv: Share Your Preprint Research with the World!	227
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration	195
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	185
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	181
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	175
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	156
Revisiting Implicit and Explicit Averaging for Noisy Optimization	148
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution	138
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	133
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	129
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	127
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	126
Bayesian Performance Analysis for Algorithm Ranking Comparison	114
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	111
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	109
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	108
Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization	106
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	99
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	98
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	97
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	93
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	90
A Review on Evolutionary Multitask Optimization: Trends and Challenges	90
Table of Contents	86
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	86

A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	85
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	85
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning	82
Unsupervised Band Selection for Hyperspectral Images Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	81
IEEE Transactions on Evolutionary Computation Information for Authors	80
Table of Contents	80
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	79
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	79
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	77
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	77
Fitness Landscape Optimization Makes Stochastic Symbolic Search By Genetic Programming Easier	77
Autoencoding With a Classifier System	76
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	76
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	75
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction	72
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	69
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	67
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	67
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	67
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	65
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	65
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization	64
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification	64
IEEE Transactions on Evolutionary Computation Publication Information	64
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning	62
Table of contents	61
Introducing IEEE Collabratec	61
IEEE Transactions on Evolutionary Computation Publication Information	61
TechRxiv: Share Your Preprint Research with the World!	61
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning	60
Historical Information-assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization	60
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects	59
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	58
Learning-Based Temporal Sequence of Constrained Handling Selection for Constrained Multi-objective Evolutionary Optimization	58
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data	58