IEEE Transactions on Evolutionary Computation

Article	Citations
Table of Contents	378
IEEE Transactions on Evolutionary Computation Publication Information	225
Space Net Optimization for Single Objective Bound Constrained Problems	190
Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization	182
Surrogate-Assisted Efficient Grouping Evolutionary Search for Expensive Large-Scale Multi-Objective Optimization	177
Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization	177
ENERGIZE: A Neuroevolution Framework for Energy-Efficient Machine Learning	159
A Modular Framework with an Adaptive Momentum-based Evolutionary Strategy for Physics-Informed Neural Networks	148
Dynamic Multiobjective Optimisation Based on Vector Autoregressive Evolution	147
Dynamic Multi-objective Operation Optimization for Multi-condition Blast Furnace Ironmaking Process with Changing Decision Variables	140
MORA-LLM: Enhancing Multiobjective Optimization Recommendation Algorithm by Integrating Large Language Models	139
EDA++: Estimation of Distribution Algorithms With Feasibility Conserving Mechanisms for Constrained Continuous Optimization	138
Data-Driven Evolutionary Computation Under Continuously Streaming Environments: A Drift-Aware Approach	134
LLM-Enhanced Accumulated Learning Prediction for Evolutionary Dynamic Multiobjective Optimization	133
Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)	132
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain	130
SDNAS: Neural Architecture Search for Self-Supervised Single-Image Denoising Using Genetic Algorithm with Modular Encoding	128
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing	128
Revisiting Implicit and Explicit Averaging for Noisy Optimization	125
Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks	122
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis	116
A Review on Evolutionary Multitask Optimization: Trends and Challenges	110
Bayesian Performance Analysis for Algorithm Ranking Comparison	110
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling	106
Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization	106

Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm	105
Difficulties of the NSGA-II With the Many-Objective LeadingOnes Problem	104
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles	102
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation	102
A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification	102
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization	99
Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm	96
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization	96
Table of Contents	95
Table of Contents	95
IEEE Transactions on Evolutionary Computation Information for Authors	94
Frequency-domain Assisted Multitask Differential Evolution Algorithm for Operational Optimization of Coal Mine Integrated Energy Systems	90
Unsupervised Band Selection for Hyperspectral Image Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer	89
Unleashing the Potential of Differential Evolution through Individual-Level Strategy Diversity	89
Enhancing 3-D Land Seismic Data Using Nonlinear Beamforming Based on the Efficiency-Improved Genetic Algorithm	88
Multitree Genetic Programming with Behavioral Semantics for Large-Scale Dynamic Air Traffic Flow Management	87
Online Meteorological Forecasting Model Using Multi-feature Information Gain PSO and Evolving Fuzzy Systems	84
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization	84
A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting	84
Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction	84
A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization	79
Multi-Expert Genetic Programming based Ensemble for Long-Tailed Image Classification	78
POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification	78
Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier	77
Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree	77
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient	76
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis	75
Binary-to-Decimal Encoding-Based Performance Predictor for Evolutionary Graph Fusion Architecture Search and Applications to Medical Data	74
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods	73
Multimodal Multiobjective Neural Architecture Search for Lightweight and Failure-Resilient Time Series Forecasting	72
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments	72
Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms	72
Controlling Functional Complexity for Overfitting Reduction and Improved Interpretability in GP	71
Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process	67
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons	66
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification	65
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems	64
Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification	64
Superpixel Segmentation-Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images	62
IEEE Transactions on Evolutionary Computation Publication Information	62
IEEE Transactions on Evolutionary Computation Publication Information	61
Balancing Effectiveness and Structural Complexities in Scheduling Heuristics via Multi/Many-objective Multiform Genetic Programming	61
Epistatic gene interactions in the evolution of robots	60
Evo-TFS: Evolutionary Time-Frequency Domain-Based Synthetic Minority Oversampling Approach to Imbalanced Time Series Classification	60
DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning	59
Fourier Transform-based instance decomposition for k -adic Assignment Problems	59
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization	58
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning	57
Learning-Based Temporal Sequence of Constrained Handling Selection for Constrained Multi-Objective Evolutionary Optimization	56
Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization with Equality and Inequality Constraints	56

A Size-Imbalanced Dual Population with Complementary Search for Sparse Large-Scale Multi-Modal Multi-Objective Optimization	56
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification	55
Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization	55
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects	55
Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization	55
A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization	54
IEEE Transactions on Evolutionary Computation Publication Information	53
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization	53
IEEE Transactions on Evolutionary Computation Information for Auhtors	52
IEEE Computational Intelligence Society Information	51
IEEE Transactions on Evolutionary Computation Information for Authors	50
Learning to Preselection: A Filter-Based Performance Predictor for Multiobjective Feature Selection in Classification	49
Benchmarking Feature-Based Algorithm Selection Systems for Black-Box Numerical Optimization	49
Visualizing Population Dynamics to Examine Algorithm Performance	49
A Distributed Surrogate-Assisted Evolutionary Algorithm for Heterogeneously Expensive Constrained Optimization	49
Nonzero Degree-Based Multiobjective Cooperative Coevolutionary for Block Sparse Recovery	48
EvoSpeak: Large Language Models for Interpretable Genetic Programming-Evolved Heuristics	48
Optimal Transport-Based Distributional Pairing in Transfer Multiobjective Optimization	47
An Evolutionary Algorithm Based on CMSA for Rooted Max Tree Coverage	47
A Surrogate-Assisted Constrained Optimization Evolutionary Algorithm by Searching Multiple Kinds of Global and Local Regions	47
Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems	47
Enabling Population-Level Parallelism in Tree-Based Genetic Programming for GPU Acceleration	46
Distributed Co-Evolutionary Memetic Algorithm for Distributed Hybrid Differentiation Flowshop Scheduling Problem	46
An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments	44
A Multiobjective Multitask Optimization Algorithm Using Transfer Rank	44
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks	44
A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multiobjective Optimization	43
Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path	43
A Decomposition-Based Evolutionary Algorithm With Clustering and Hierarchical Estimation for Multiobjective Fuzzy Flexible Jobshop Scheduling	43
A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop Scheduling	42
Neural Architecture Search with Progressive Evaluation and Subpopulation Preservation	42
Semiparametric Estimation of Distribution Algorithms for Continuous Optimization	41
Evolving Similarity Functions for Graph-based Semi-Supervised Learning	41
IEEE Transactions on Evolutionary Computation Information for Authors	40
Multiobjective-Based Constraint-Handling Technique for Evolutionary Constrained Multiobjective Optimization: A New Perspective	40
Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling	40
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack	40
Conditional-Surrogate-Assisted Particle Swarm Optimization for Large-Scale Robust Optimization Over Time	40
Thank You for Your Authorship	40
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends	40
Multi-Task Surrogate-Assisted Search With Bayesian Competitive Knowledge Transfer for Expensive Optimization	40
Table of Contents	39
Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization	39
A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization	39
Run Time Analysis for Random Local Search on Generalized Majority Functions	39
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing	38
Table of Contents	38
IEEE Transactions on Evolutionary Computation Publication Information	38
Targeted Pareto Optimization for Subset Selection With Monotone Objective Function and Cardinality Constraint	38
Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation	37
A Multimodal Ant Colony Optimization Framework for Multi-Solution Traveling Salesman Problem	37
A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques	36
Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming	35
Cross-Task Collaborative Optimization Based on Knowledge Transfer for Soft Robot Design	35
Counterintuitive Experimental Results in Evolutionary Large-Scale Multiobjective Optimization	35
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression	35
A Quantum Evolutionary Learning Tracker for Video	35
From Direct to Directional Variable Dependencies—Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems	34
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework	34
Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing	34
Leader Prediction for Multiobjective Particle Swarm Optimization	34
Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark	34
Can Evolutionary Clustering Have Theoretical Guarantees?	34
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation	34
Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization	34
IEEE Transactions on Evolutionary Computation Publication Information	33
Table of Contents	33
IEEE Transactions on Evolutionary Computation Information for Authors	33
Automated Metaheuristic Algorithm Design With Autoregressive Learning	33
Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization	33
Together, we are advancing technology	33
Evolutionary Knowledge Transfer via Graph Learning for Many-Task Heterogeneous Routing Problems	33
Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection	33
TechRxiv: Share Your Preprint Research with the World!	33
A Fitness Spatially Informed Evolutionary Algorithm for Deceptive Multi-Modal Multi-Objective Optimization	33
An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization	33
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization	33
Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach	32
A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization	32
Collaborative Evolutionary Multitasking Multiobjective Adversarial Attacks in Hyperspectral Image Classification	32

A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images	32
Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm	32
A Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization	32
CoDE-GAN: Consistency Diffusion Evolutionary Algorithm Based Neural Architecture Search for Generative Adversarial Networks	32
Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views	32
Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multiobjective Heterogeneous Unmanned Surface Vehicles	31
A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints	31
A Feedback Learning-Based Memetic Algorithm for Energy-Aware Distributed Flexible Job-Shop Scheduling With Transportation Constraints	31
Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms	31
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments	31
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification	31
Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem	31
Differential Evolution With Domain Transform	31
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes	30
A Universal Framework for Automatically Generating Single-and Multi-Objective Evolutionary Algorithms	30
Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification	30
A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in Classification	30
An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging	30
Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse	30
Evolutionary Reinforcement Learning With Late-Start Evolution and Clustering Archive	30
IEEE Transactions on Evolutionary Computation Publication Information	29
IEEE Transactions on Evolutionary Computation Information for Authors	29
IEEE Computational Intelligence Society Information	29
IEEE Computational Intelligence Society Information	29
ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems	29
Table of Contents	28
A Two-Stage Cooperative Discrete Differential Evolution With Q-Learning for Multiobjective Energy-Efficient Distributed Blocking Flow-Shop Scheduling	28
Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection	28
OPT-VAE: A Variational Autoencoder-based Estimation of Distribution Algorithm for Continuous Optimization	28
Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets	28
Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs	28
A Dual-Stage Surrogate-Assisted Differential Evolution for Expensive Multimodal Optimization	27
Beyond Distribution Shift: Investigating Generalisation in Automated Algorithm Selection for Single-Objective Black-Box Optimisation	27
Region Purity-Based Local Feature Selection: A Multiobjective Perspective	27
Dynamic Escaping Population Driven Evolutionary Algorithm for Multi-objective Optimization Problems with Deceptive Constraints	27
A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management	27
Table of Contents	27
Dealing With Structure Constraints in Evolutionary Pareto Set Learning	27
Expensive Multiobjective Optimization by Relation Learning and Prediction	26
A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots	26
ACO-GA-Based Optimization to Enhance Global Path Planning for Autonomous Navigation in Grid Environments	26
Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multitask Optimization Framework and Genetic Programming	26
Neural Network-Assisted Multitask Learning for Multiobjective Optimization Problems With Heterogeneous Expensive Constraints	26
Evolutionary Generative Optimization: Towards Fully Data-Driven Evolutionary Optimization via Generative Learning	26
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem	26
Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization	26
Incremental Recursive Ranking Grouping for Large-Scale Global Optimization	25
A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization	25
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer	25
Table of Contents	25
A Physics-informed Memetic Framework for Multi-objective Satellite Range Scheduling	25
Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition	25
Multispace Dimensionality Reduction Based on Extreme Learning Machine-Assisted Autoencoder for High-Dimensional Expensive Optimization	24
IEEE Transactions on Evolutionary Computation Information for Authors	24
Co-Evolutionary Dual-Tree Genetic Programming for Fine-Grained Flower Image Classification	24
Fuzzy Logic-Based Multifactorial Optimization for Evolutionary Multitasking	24
θ l θ u -Parametric Multitask Optimization: Joint Search in Solution and Infinite Task Spaces	24
Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms	24
Few for Many: Towards Efficient and Flexible Many-Objective Optimization	24
IEEE Transactions on Evolutionary Computation Information for Authors	24
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Potential Unified Tool	23
Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels	23
Accelerating Bilevel Optimization With Hierarchical Many-Threaded Parallel Differential Evolution	23
Q-Learning-Based Improved Discrete PSO for Multi-Objective Flexible Job-Shop Scheduling with Worker Fatigue and Dual Resources	23
Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes	23
Evolutionary Direction Learning With Multivariate Gaussian Probabilistic Model for Multiobjective Optimization	23
The Physical Cell Identity Assignment Problem: A Practical Optimization Approach	23
Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption	22
Exploring the Performance-Reproducibility Trade-Off in Quality-Diversity	22
Standardization and Data Augmentation in Genetic Programming	22
Leader–Follower Disagreement Minimization in Social Networks	22
Determining Metaheuristic Similarity Using Behavioral Analysis	22
A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression	22
Automatic Adaptation of Mutation Rates for Move Acceptance Hyper-Heuristics Using Hypermutations	22
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search	22
Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach	21
Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks	21
IEEE Transactions on Evolutionary Computation Publication Information	21
A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization	21
Large-Scale Multimodal Multiobjective Optimization Based on Multiview Diversity Enhancement Mechanism	21
A Crowding Distance That Provably Solves the Difficulties of the NSGA-II in Many-Objective Optimization	21
A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization	21
Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization	21
Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization	21
Evolutionary Algorithm-Based Ensemble of Aggregation Strategies in Federated Learning	21
Riesz s-Energy as a Diversity Indicator in Evolutionary Multiobjective Optimization	21
An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization	21
IEEE Transactions on Evolutionary Computation Publication Information	21