OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Evolutionary Computation is 55. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Causal Inference Based Large-Scale Multi-Objective Optimization	186
IEEE Access	167
Table of Contents	156
Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm	154
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem	153
Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm	133
IEEE Computational Intelligence Society Information	131
IEEE Computational Intelligence Society Information	119
Particle-Assisted Deep Reinforcement Learning for Quantum State Manipulation	118
IEEE Transactions on Evolutionary Computation Information for Authors	116
Dealing With Structure Constraints in Evolutionary Pareto Set Learning	113
MOTEA-II: A Collaborative Multi-Objective Transformation Based Evolutionary Algorithm for Bi-Level Optimization	109
IEEE Transactions on Evolutionary Computation Publication Information	107
IEEE Transactions on Evolutionary Computation Information for Authors	100
Introducing IEEE Collabratec	97
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	94
Introducing IEEE Collabratec	94
Orthogonal Transfer for Multitask Optimization	93
Table of Contents	90
Call for Papers IEEE Transactions on Evolutionary Computation Special Issue on Evolutionary Computer Vision	90
TechRxiv: Share Your Preprint Research with the World!	89
IEEE Transactions on Evolutionary Computation Publication Information	88
Introducing IEEE Collabratec	86
IEEE Transactions on Evolutionary Computation Society Information	86
IEEE Transactions on Evolutionary Computation information for authors	82

Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	81
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling	78
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	73
Memetic EDA-Based Approaches to QoS-Aware Fully Automated Semantic Web Service Composition	73
IEEE Transactions on Evolutionary Computation Publication Information	71
Table of Contents	71
IEEE Computational Intelligence Society Information	71
Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection	71
ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments	70
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultra-Large-Scale Mixed Integer Linear Programs	67
Multiobjective Differential Evolution Algorithm Balancing Multiple Stakeholders for Low-Carbon Order Scheduling in E-Waste Recycling	66
Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets	66
Regularity Evolution for Multiobjective Optimization	66
GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification	65
Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights	64
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	63
Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring	63
Multi-Objective Archiving	63
Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization	62
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer	62
A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization	61
A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective Optimization	61
Multi-Objective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation	60
A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots	60
Locating Drone Stations for a Truck-Drone Delivery System in Continuous Space	58
Toward Evolving Dispatching Rules With Flow Control Operations by Grammar-Guided Linear Genetic Programming	58
Solving High-Dimensional Expensive Multiobjective Optimization Problems by Adaptive Decision Variable Grouping	57
Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition	57
Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables	57
Multi-Agent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	57
Constrained Probabilistic Pareto Dominance for Expensive Constrained Multiobjective Optimization Problems	55