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IEEE Transactions on Evolutionary Computation, Volume 28
Volume 28, Number 1, February 2024
- Bach Hoai Nguyen
, Bing Xue
A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection. 2-16 - Kai Zhang
Two-Stage Multiobjective Evolution Strategy for Constrained Multiobjective Optimization. 17-31 - Abhishek Kumar
An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization. 32-46 - Cheng He
Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis. 47-61 - Yue Wu
Evolutionary Multiform Optimization With Two-Stage Bidirectional Knowledge Transfer Strategy for Point Cloud Registration. 62-76 - Fei Ming
Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer. 77-89 - Huixin Ma, Kai Wu
Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes. 90-104 - Ke Shang
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation. 105-116 - Ik Soo Lim
To Trust or Not to Trust: Evolutionary Dynamics of an Asymmetric N-Player Trust Game. 117-131 - Shulei Liu
Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization. 132-146 - Fangfang Zhang
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling. 147-167 - Zhifang Wei
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization. 168-177 - Honggui Han
Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation. 178-192 - Mingcheng Zuo
Process Knowledge-Guided Autonomous Evolutionary Optimization for Constrained Multiobjective Problems. 193-207 - Chao Wang
Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search. 208-222 - Abhiroop Ghosh
An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems. 223-237 - Yaru Hu
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes. 238-251 - Kalyanmoy Deb
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework. 252-266 - Juan Zou
A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint. 267-280
Volume 28, Number 2, April 2024
- Carlos Eduardo de Andrade
The Physical Cell Identity Assignment Problem: A Practical Optimization Approach. 282-292 - Yu Zhang
Offline Data-Driven Multiobjective Optimization Evolutionary Algorithm Based on Generative Adversarial Network. 293-306 - Ying Bi
Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification. 307-322 - Zhichao Lu
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. 323-337 - Chen Yang
Evolutionary Multitasking for Costly Task Offloading in Mobile-Edge Computing Networks. 338-352 - Wenbin Pei
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help? 353-373 - Yiting Liu
Nonzero Degree-Based Multiobjective Cooperative Coevolutionary for Block Sparse Recovery. 374-387 - Wu Lin, Qiuzhen Lin
Ensemble of Domain Adaptation-Based Knowledge Transfer for Evolutionary Multitasking. 388-402 - Yu-Ran Gu
Subset Selection for Evolutionary Multiobjective Optimization. 403-417 - Ruohan Zhang
A Quantum Evolutionary Learning Tracker for Video. 418-431 - Liang Zhao
Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization. 432-444 - Meng-Ting Wu, Hung-I Lin, Chun-Wei Tsai
A Training-Free Neural Architecture Search Algorithm Based on Search Economics. 445-459 - Ian Kropp
Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems. 460-473 - Lilla Beke
Routing and Scheduling in Multigraphs With Time Constraints - A Memetic Approach for Airport Ground Movement. 474-488 - Yuanrui Li
Tailoring Evolutionary Algorithms to Solve the Multiobjective Location-Routing Problem for Biomass Waste Collection. 489-500 - Daiki Morinaga
Convergence Rate of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions. 501-515 - Yiping Liu
Evolutionary Multimodal Multiobjective Optimization for Traveling Salesman Problems. 516-530 - Yaqing Hou
A Multiagent Cooperative Learning System With Evolution of Social Roles. 531-543 - Seyed Mahdi Shavarani
Detecting Hidden and Irrelevant Objectives in Interactive Multiobjective Optimization. 544-557 - Larry Bull
On Cooperative Coevolution and Global Crossover. 558-561
Volume 28, Number 3, June 2024
- Yanan Sun
Guest Editorial Evolutionary Neural Architecture Search. 566-569 - Lianbo Ma
Pareto-Wise Ranking Classifier for Multiobjective Evolutionary Neural Architecture Search. 570-581 - Shiming Chen
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning. 582-596 - José Antonio Fuentes-Tomás
Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation. 597-607 - Kuangda Lyu
Surrogate-Assisted Evolutionary Multiobjective Neural Architecture Search Based on Transfer Stacking and Knowledge Distillation. 608-622 - Jian Feng, Yajie He, Yuhan Pan
Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation. 623-637 - Xuan Wu
Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming. 638-652 - Yu Xue
Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing. 653-667 - Yan Wang
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. 668-681 - Xun Zhou
Toward Evolutionary Multitask Convolutional Neural Architecture Search. 682-695 - Miqing Li
Multi-Objective Archiving. 696-717 - Qinglan Fan
A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification. 718-732 - Lei Chen
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search. 733-747 - Yayu Zhang, Yuhua Qian
ESSR: Evolving Sparse Sharing Representation for Multitask Learning. 748-762 - Qingda Chen
Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments. 763-777 - Pouya Aghaei Pour
A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods. 778-787 - Rubén Ibarrondo
Quantum Genetic Algorithm With Individuals in Multiple Registers. 788-797 - Yao Zhou
Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation. 798-809 - Haitong Zhao, Changsheng Zhang
A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation. 810-824 - Lei Zhang
Sparsity-Preserved Pareto Optimization for Subset Selection. 825-836 - Tianyi Yang
Analysis of Multiobjective Evolutionary Algorithms on Fitness Function With Time-Linkage Property. 837-843
Volume 28, Number 4, August 2024
- Ruwang Jiao
Solving Multiobjective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling. 846-860 - Qing Li
A Genetic Causal Explainer for Deep Knowledge Tracing. 861-875 - Jingda Deng
A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space. 876-890 - Manon Flageat
Uncertain Quality-Diversity: Evaluation Methodology and New Methods for Quality-Diversity in Uncertain Domains. 891-902 - Bin Wang
A Multiobjective Genetic Algorithm to Evolving Local Interpretable Model-Agnostic Explanations for Deep Neural Networks in Image Classification. 903-917 - Shaolin Wang
Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems. 918-932 - Qiang Yang
Random Contrastive Interaction for Particle Swarm Optimization in High-Dimensional Environment. 933-949 - Deaglan J. Bartlett
Exhaustive Symbolic Regression. 950-964 - Kangjia Qiao
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm. 965-979 - Hangyu Zhu, Xilu Wang
Federated Many-Task Bayesian Optimization. 980-993 - Tong Guo
A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management. 994-1008 - Xinfang Ji
Surrogate and Autoencoder-Assisted Multitask Particle Swarm Optimization for High-Dimensional Expensive Multimodal Problems. 1009-1023 - Jing Liang
A Multiform Optimization Framework for Multiobjective Feature Selection in Classification. 1024-1038 - Yuanchao Liu
A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems. 1039-1053 - Lie Meng Pang
Hypervolume-Based Cooperative Coevolution With Two Reference Points for Multiobjective Optimization. 1054-1068 - Vicente P. Soloviev
Semiparametric Estimation of Distribution Algorithms for Continuous Optimization. 1069-1083 - Seyed Mahdi Shavarani
On Benchmarking Interactive Evolutionary Multiobjective Algorithms. 1084-1098 - Xianpeng Wang
Multiobjective Ensemble Learning With Multiscale Data for Product Quality Prediction in Iron and Steel Industry. 1099-1113 - Lindong Xie
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration. 1114-1126 - Kunjie Yu
A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization. 1127-1140 - Kailai Gao, Cuie Yang
Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization. 1141-1155 - Ruwang Jiao
A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges. 1156-1176 - Tianyu Ren
Reputation-Based Interaction Promotes Cooperation With Reinforcement Learning. 1177-1188
Volume 28, Number 5, October 2024
- Gonglin Yuan
Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy. 1190-1204 - Weizhong Wang
Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm. 1205-1219 - Chao Qian
Can Evolutionary Clustering Have Theoretical Guarantees? 1220-1234 - Meng Xu
Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling. 1235-1249 - Han Huang
Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization. 1250-1264 - Danial Yazdani
Robust Optimization Over Time: A Critical Review. 1265-1285 - Zhenshou Song
Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization. 1286-1300 - Pedro Larrañaga
Estimation of Distribution Algorithms in Machine Learning: A Survey. 1301-1321 - Jane-Jing Liang
Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer. 1322-1335 - Hao Li
Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption. 1336-1350 - Anirudh Suresh
Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights. 1351-1365 - Ying Bi
A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification. 1366-1380 - Guoyu Chen
Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm. 1381-1395 - Ke Li
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments. 1396-1411 - Julio Cezar Soares Silva
Interactively Learning Rough Strategies That Dynamically Satisfy Investor's Preferences in Multiobjective Index Tracking. 1412-1426 - Haoxiang Qin, Wenlei Bai
A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids. 1427-1441 - Weijie Zheng
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives. 1442-1454 - Hengzhe Zhang
Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression. 1455-1469 - Shuai Wang
Regularity Evolution for Multiobjective Optimization. 1470-1483 - Hengzhe Zhang
SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method. 1484-1498 - Yuxiao Huang
Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization. 1499-1513 - Hong Yu
VSG3A2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling. 1514-1528 - Juan Zou
A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization. 1529-1543
Volume 28, Number 6, December 2024
- Zhixing Huang
Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling. 1546-1560 - Wei Li
Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces. 1561-1574 - Ryoji Tanabe
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis. 1575-1589 - Rui Zhang, Yanan Sun
GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification. 1590-1604 - Sukrit Mittal
A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization. 1605-1619 - Puyu Jiang, Jun Liu
Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization Problems. 1620-1632 - Xiao-Fang Liu
Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions. 1633-1643 - Tong Guo
Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management. 1644-1658 - Zeqiong Lv
Benchmarking Analysis of Evolutionary Neural Architecture Search. 1659-1673 - Shulei Liu
Rapidly Evolving Soft Robots via Action Inheritance. 1674-1688 - Hengzhe Zhang
A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression. 1689-1703 - Aijuan Song
Exact and Metaheuristic Algorithms for Variable Reduction. 1704-1718 - Yinglan Feng
A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization. 1719-1732 - Yanchi Li
Multitask Evolution Strategy With Knowledge-Guided External Sampling. 1733-1745 - Ritam Guha
Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization. 1746-1760 - Meng Xu
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles. 1761-1775 - Xiaoming Xue
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer. 1776-1793 - Yuhang Wang
Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators. 1794-1808 - Yue-Jiao Gong
Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach. 1809-1823 - Zhenshou Song
Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection. 1824-1837 - Xiaoyu He
Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring. 1838-1851 - Jiabin Lin
Evolutionary Multitasking for Multiobjective Feature Selection in Classification. 1852-1866 - Qi-Te Yang
Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization. 1867-1881
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