IEEE Transactions on Evolutionary Computation

Papers
(The median citation count of IEEE Transactions on Evolutionary Computation is 5. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
TechRxiv: Share Your Preprint Research with the World!241
Revisiting Implicit and Explicit Averaging for Noisy Optimization203
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization193
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles160
Dynamic Multi-Objective Optimisation Based on Vector Autoregressive Evolution156
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning142
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem136
Brain-Inspired Multi-Scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks134
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis133
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization119
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm115
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach114
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization112
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain107
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing104
Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization101
Space Net Optimization for Single Objective Bound Constrained Problems91
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification91
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration89
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation88
Bayesian Performance Analysis for Algorithm Ranking Comparison87
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)85
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization84
A Review on Evolutionary Multitask Optimization: Trends and Challenges84
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling83
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm83
Table of Contents81
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms80
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments79
Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning78
Unsupervised Band Selection for Hyperspectral Images Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer76
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient72
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification70
Table of Contents70
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems70
IEEE Transactions on Evolutionary Computation Information for Authors68
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm68
Fitness Landscape Optimization Makes Stochastic Symbolic Search By Genetic Programming Easier67
A Subspace Sparsity Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization67
A Large-Scale Multi-Objective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting66
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization66
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification65
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis65
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree64
Autoencoding With a Classifier System64
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process64
Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction62
IEEE Transactions on Evolutionary Computation Publication Information61
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods61
Introducing IEEE Collabratec60
Table of contents59
TechRxiv: Share Your Preprint Research with the World!59
IEEE Transactions on Evolutionary Computation Publication Information59
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects58
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data58
Learning-Based Temporal Sequence of Constrained Handling Selection for Constrained Multi-objective Evolutionary Optimization58
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning58
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization57
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization55
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning55
Superpixel Segmentation-Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images55
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification55
Historical Information-assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization54
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization54
IEEE Transactions on Evolutionary Computation Information for Authors53
A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization53
IEEE Transactions on Evolutionary Computation Information for Auhtors52
IEEE Transactions on Evolutionary Computation Publication Information52
IEEE Computational Intelligence Society Information52
Nonzero Degree-Based Multiobjective Cooperative Coevolutionary for Block Sparse Recovery50
An Evolutionary Algorithm Based on CMSA for Rooted Max Tree Coverage50
Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path49
Benchmarking Feature-Based Algorithm Selection Systems for Black-Box Numerical Optimization49
A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop Scheduling48
Multiobjective-Based Constraint-Handling Technique for Evolutionary Constrained Multiobjective Optimization: A New Perspective48
Semiparametric Estimation of Distribution Algorithms for Continuous Optimization48
An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments48
Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling47
Elite Archive-Assisted Adaptive Memetic Algorithm for a Realistic Hybrid Differentiation Flowshop Scheduling Problem47
Evolving Deep Convolutional Variational Autoencoders for Image Classification46
Visualizing Population Dynamics to Examine Algorithm Performance45
Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection in Classification45
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks45
A Multiobjective Multitask Optimization Algorithm Using Transfer Rank43
A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multi-Objective Fuzzy Flexible Jobshop Scheduling42
A Surrogate-Assisted Constrained Optimization Evolutionary Algorithm by Searching Multiple Kinds of Global and Local Regions42
Neural Architecture Search With Progressive Evaluation and Sub-Population Preservation41
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack41
Thank You for Your Authorship40
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends40
Distributed Co-Evolutionary Memetic Algorithm for Distributed Hybrid Differentiation Flowshop Scheduling Problem40
Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems40
Expensive Multiobjective Evolutionary Optimization Assisted by Dominance Prediction40
A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization40
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation39
Counterintuitive Experimental Results in Evolutionary Large-Scale Multiobjective Optimization39
IEEE Transactions on Evolutionary Computation Information for Authors39
Automated Metaheuristic Algorithm Design With Autoregressive Learning38
Can Evolutionary Clustering Have Theoretical Guarantees?38
Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark38
A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification37
Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation37
IEEE Transactions on Evolutionary Computation Publication Information37
A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques36
A Multifidelity Approach for Bilevel Optimization With Limited Computing Budget36
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing36
Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization36
Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot Design35
Targeted Pareto Optimization for Subset Selection With Monotone Objective Function and Cardinality Constraint35
Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization35
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression34
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization34
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework34
A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization34
Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming34
Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection33
From Direct to Directional Variable Dependencies—Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems33
Leader Prediction for Multiobjective Particle Swarm Optimization33
Run Time Analysis for Random Local Search on Generalized Majority Functions33
A Quantum Evolutionary Learning Tracker for Video33
Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing32
TechRxiv: Share Your Preprint Research with the World!31
An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization31
Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization31
IEEE Transactions on Evolutionary Computation Publication Information31
A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in Classification29
Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem29
IEEE Transactions on Evolutionary Computation Information for Authors29
Together, we are advancing technology29
Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views28
Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation28
A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization28
Table of Contents28
Collaborative Evolutionary Multitasking Multiobjective Adversarial Attacks in Hyperspectral Image Classification28
Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification28
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization28
A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images27
Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm27
A Feedback Learning-Based Memetic Algorithm for Energy-Aware Distributed Flexible Job-Shop Scheduling With Transportation Constraints27
Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach26
Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multi-Objective Heterogeneous Unmanned Surface Vehicles26
Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse26
Dual-Tree Genetic Programming for Few-Shot Image Classification26
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes26
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification26
IEEE Computational Intelligence Society Information25
Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms25
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments25
IEEE Transactions on Evolutionary Computation Publication Information25
An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging25
A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints25
Differential Evolution With Domain Transform25
IEEE Computational Intelligence Society Information24
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultra-Large-Scale Mixed Integer Linear Programs24
Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets23
ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments23
Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition23
Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multi-Task Optimization Framework and Genetic Programming23
Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization23
Region Purity-Based Local Feature Selection: A Multiobjective Perspective23
ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems23
IEEE Transactions on Evolutionary Computation Information for Authors23
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer23
A Two-stage Cooperative Discrete Differential Evolution With Q-Learning for Multi-Objective Energy-Efficient Distributed Blocking Flow-Shop Scheduling22
A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots22
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem22
Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning22
Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection22
Table of Contents22
A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management22
Dealing With Structure Constraints in Evolutionary Pareto Set Learning21
A Scalable Many-Objective Pathfinding Benchmark Suite21
A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization21
Incremental Recursive Ranking Grouping for Large-Scale Global Optimization21
Expensive Multiobjective Optimization by Relation Learning and Prediction21
IEEE Transactions on Evolutionary Computation Information for Authors20
Table of Contents20
Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms20
Leader-Follower Disagreement Minimization in Social Networks19
Accelerating Bilevel Optimization with Hierarchical Many-threaded Parallel Differential Evolution19
Set Theory-Based Operator Design in Evolutionary Algorithms for Solving Knapsack Problems19
Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach19
Exploring the Performance-Reproducibility Trade-off in Quality-Diversity19
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions19
Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization19
A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression19
Evolutionary Direction Learning With Multivariate Gaussian Probabilistic Model for Multiobjective Optimization19
Determining Metaheuristic Similarity Using Behavioral Analysis18
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Potential Unified Tool18
(θl,θu)-Parametric Multi-Task Optimization: Joint Search in Solution and Infinite Task Spaces18
Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks18
CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network18
Co-Evolutionary Dual-Tree Genetic Programming for Fine-Grained Flower Image Classification17
Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization17
Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption17
Large-Scale Multimodal Multiobjective Optimization Based on Multiview Diversity Enhancement Mechanism17
Standardization and Data Augmentation in Genetic Programming17
Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes17
The Physical Cell Identity Assignment Problem: A Practical Optimization Approach16
Riesz s-Energy as a Diversity Indicator in Evolutionary Multiobjective Optimization16
An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization16
Optimization of an Implicit Acquisition Function for Federated Bayesian Many-Task Optimization16
Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces16
Evolutionary Alternating Direction Method of Multipliers for Constrained Multiobjective Optimization With Unknown Constraints16
Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels16
A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization16
Table of Contents16
On the Evolutionary Synthesis of Fault-Resilient Digital Circuits16
Efficient Evolution of Variable Ordering for Binary Decision Diagram Optimization16
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search16
A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization16
IEEE Transactions on Evolutionary Computation Publication Information16
A Large-scale Expensive Optimization Algorithm with a Multi-view Synthetic Sampling16
A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease16
Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multiobjective Optimization15
Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization15
Fractional Order Differential Evolution15
Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge15
Evolutionary Competitive Multitasking Optimization15
TechRxiv: Share Your Preprint Research with the World!15
Community Opinion Maximization in Social Networks15
Solving the Single-Row Facility Layout Problem by K-Medoids Memetic Permutation Group15
Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition15
An Evolutionary Forest for Regression15
TechRxiv: Share Your Preprint Research with the World!15
Constraint-Pareto Dominance and Diversity Enhancement Strategy based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems15
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems15
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms15
Speeding-Up Evolutionary Algorithms to Solve Black-Box Optimization Problems15
Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling15
Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection15
IEEE Computational Intelligence Society Information15
Fast Immune System-Inspired Hypermutation Operators for Combinatorial Optimization14
A Comparison of Large Language Models and Genetic Programming for Program Synthesis14
Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization14
Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization14
TechRxiv: Share Your Preprint Research with the World!14
Collaborative Ontology Matching With Dual Population Genetic Programming and Active Meta-Learning14
Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning14
Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes14
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment14
An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection14
A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem14
History-Guided Hill Exploration for Evolutionary Computation14
An Adaptive Reference Vector-Based Interval Multiobjective Evolutionary Algorithm14
Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization14
Surrogate and Autoencoder-Assisted Multitask Particle Swarm Optimization for High-Dimensional Expensive Multimodal Problems14
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration14
An Efficient Way of Introducing Gender Into Evolutionary Algorithms13
IEEE Transactions on Evolutionary Computation Information for Authors13
0.23306393623352