OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 47. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Evolving Deep Convolutional Neural Networks for Image Classification	392
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems	225
Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data	206
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems	203
A Survey of Automatic Parameter Tuning Methods for Metaheuristics	182
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor	148
A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization	134
Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation	111
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy	103
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms	102
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling	97
Knee Point-Based Imbalanced Transfer Learning for Dynamic Multiobjective Optimization	95
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks	95
Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems	95
Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor	92
Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems	92
A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization	91
Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions	86
SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems	85
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification	84
Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces	76
Novel Prediction Strategies for Dynamic Multiobjective Optimization	76
A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization	76
A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization	75
Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling	74

An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization	73
Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems	73
A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization	72
A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization	70
Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization	63
Adaptive Genetic Algorithm-Aided Neural Network With Channel State Information Tensor Decomposition for Indoor Localization	62
Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization	62
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems	60
A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection	59
An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems	58
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems	58
A Survey on Evolutionary Constrained Multiobjective Optimization	58
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers	58
A Cooperative Memetic Algorithm With Learning-Based Agent for Energy-Aware Distributed Hybrid Flow-Shop Scheduling	55
Multiobjective Multitasking Optimization Based on Incremental Learning	55
A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization	52
Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient	50
Multiobjective Evolution Strategy for Dynamic Multiobjective Optimization	50
Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization	49
MO4: A Many-Objective Evolutionary Algorithm for Protein Structure Prediction	49
Evolutionary Collaborative Human-UAV Search for Escaped Criminals	48
Evolutionary Game Analysis Among Three Green-Sensitive Parties in Green Supply Chains	47
Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems	47