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IEEE Transactions on Evolutionary Computation, Volume 27
Volume 27, Number 1, February 2023
- Gustavo Olague
, Mario Köppen, Oscar Cordón
Guest Editorial Special Issue on Evolutionary Computer Vision. 2-4 - Ying Bi
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends. 5-25 - Yameng Peng
PRE-NAS: Evolutionary Neural Architecture Search With Predictor. 26-36 - Yuting Wan
Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method. 37-51 - Azam Asilian Bidgoli
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. 52-66 - Songbai Liu
Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization. 67-81 - Dominik Sobania
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. 82-97 - Wenhua Li
Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts. 98-110 - Lei Zhao
A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments. 111-125 - Ke Li
Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation. 126-140 - Yu-Jun Zheng
Evolutionary Optimization of COVID-19 Vaccine Distribution With Evolutionary Demands. 141-154 - Xianpeng Wang
Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer. 155-169 - Dawei Zhan
A Fast Multipoint Expected Improvement for Parallel Expensive Optimization. 170-184 - Sheng-Hao Wu
Orthogonal Transfer for Multitask Optimization. 185-200
Volume 27, Number 2, April 2023
- Jing J. Liang
A Survey on Evolutionary Constrained Multiobjective Optimization. 201-221 - Noha W. Hasan
A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification. 222-236 - Hongyan Chen, Hai-Lin Liu
A Multiobjective Multitask Optimization Algorithm Using Transfer Rank. 237-250 - Lixin Tang
Solving the Single-Row Facility Layout Problem by K-Medoids Memetic Permutation Group. 251-265 - Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification. 266-280 - Umar Afzaal
On the Evolutionary Synthesis of Fault-Resilient Digital Circuits. 281-295 - Peng Wang
Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach. 296-310 - Mazhar Ansari Ardeh
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem. 311-325 - Qi Deng
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization. 326-340 - Genghui Li
Offline and Online Objective Reduction via Gaussian Mixture Model Clustering. 341-354 - Zhao Wang
A Bilevel Gene-Based Multiobjective Memetic Algorithm for Passive Localization System Deployment Optimization. 355-369 - Hao-Gan Huang, Yue-Jiao Gong
Contrastive Learning: An Alternative Surrogate for Offline Data-Driven Evolutionary Computation. 370-384 - Adham Salih
Promoting Transfer of Robot Neuro-Motion-Controllers by Many-Objective Topology and Weight Evolution. 385-395
Volume 27, Number 3, June 2023
- Xingyi Zhang
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications. 398-400 - Songbai Liu
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms. 401-415 - Xiangjuan Yao
Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm. 416-429 - Xuan He, Quan-Ke Pan
A Greedy Cooperative Co-Evolutionary Algorithm With Problem-Specific Knowledge for Multiobjective Flowshop Group Scheduling Problems. 430-444 - Xu Yang
A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization. 445-459 - Qinglan Fan
Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse. 460-474 - An Chen
An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization. 475-489 - Chen Wang
Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition. 490-504 - Kalyanmoy Deb
Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems. 505-519 - Angus Kenny
An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems. 520-534 - Ahmed Awad
A Genetic Algorithm (GA) and Swarm-Based Binary Decision Diagram (BDD) Reordering Optimizer Reinforced With Recent Operators. 535-549 - Richard Arnoud Schoonhoven
Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels. 550-564 - Thang Le-Duc
Strengthening Gradient Descent by Sequential Motion Optimization for Deep Neural Networks. 565-579 - Yuanhang Wang
A Stochastic Simulation Optimization-Based Range Gate Pull-Off Jamming Method. 580-594 - Xianfang Song, Yong Zhang
Surrogate Sample-Assisted Particle Swarm Optimization for Feature Selection on High-Dimensional Data. 595-609 - Rui Li
A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time. 610-620 - Yi Mei
Explainable Artificial Intelligence by Genetic Programming: A Survey. 621-641 - Kangjia Qiao
Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization. 642-656 - Danial Yazdani
Robust Optimization Over Time by Estimating Robustness of Promising Regions. 657-670 - Feng-Feng Wei
Distributed and Expensive Evolutionary Constrained Optimization With On-Demand Evaluation. 671-685 - Yapei Wu, Xingguang Peng
Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. 686-700 - Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima
A Stigmergy-Based Island Model for Dynamic Evaluation of Constraint-Handling Techniques and Differential Evolution Algorithms. 701-715 - Huixiang Zhen
Evolutionary Sampling Agent for Expensive Problems. 716-727 - Chao Lyu
Community Detection in Multiplex Networks Based on Evolutionary Multitask Optimization and Evolutionary Clustering Ensemble. 728-742
Volume 27, Number 4, August 2023
- Uwe Aickelin
Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning. 746-748 - Ke Li
Interactive Evolutionary Multiobjective Optimization via Learning to Rank. 749-763 - Botao Jiao
Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization. 764-777 - Yu Xue
Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack. 778-786 - Yu Zhou
Region Purity-Based Local Feature Selection: A Multiobjective Perspective. 787-801 - Lingjie Li
An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection. 802-816 - Mario Garza-Fabre
Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views. 817-831 - Wei Jiang
Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multiobjective Optimization. 832-847 - Qingquan Zhang
Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning. 848-862 - Songbai Liu
Evolutionary Multitasking for Large-Scale Multiobjective Optimization. 863-877 - Konstantinos Theodorakos
Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting. 878-892 - Rihab Said
Discretization-Based Feature Selection as a Bilevel Optimization Problem. 893-907 - Yong Zhang
Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems. 908-922 - Dhish Kumar Saxena
A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm. 923-937 - Alexandru Agapie
Theory of (1+1) ES on SPHERE Revisited. 938-948 - Kangjia Qiao
Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms. 949-963 - Zi-Jia Wang
Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization. 964-979 - Thomas Weise
Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient. 980-992 - Jinlong Zhou
Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization. 993-1004 - Christian Kasten
An Efficient Way of Introducing Gender Into Evolutionary Algorithms. 1005-1014 - Honggui Han
Multitask Particle Swarm Optimization With Dynamic On-Demand Allocation. 1015-1026 - Aijuan Song
Automatic Variable Reduction. 1027-1041 - Zhengping Liang
Evolutionary Multitasking for Optimization Based on Generative Strategies. 1042-1056 - Trung B. Nguyen
ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems. 1057-1071 - Wenjie Yi
Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework. 1072-1084 - Shufen Qin, Chaoli Sun, Qiqi Liu
A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization. 1085-1099 - Shaolong Shi
Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes. 1100-1114 - Jing Liang
Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization. 1115-1129 - Wenbin Pei
Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming. 1130-1144 - Tianye Shu
Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization. 1145-1153 - Ke Shang
HV-Net: Hypervolume Approximation Based on DeepSets. 1154-1160
Volume 27, Number 5, October 2023
- Tuo Zhang, Handing Wang
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems. 1162-1176 - Linjun He
Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multiobjective Evolutionary Algorithms. 1177-1191 - Fangfang Zhang
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling. 1192-1206 - Ruiqing Sun
A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints. 1207-1219 - Xinan Chen
Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online Container Terminal Truck Dispatching. 1220-1234 - Xingjia Gan
An Adaptive Reference Vector-Based Interval Multiobjective Evolutionary Algorithm. 1235-1249 - Ali Ahrari
Revisiting Implicit and Explicit Averaging for Noisy Optimization. 1250-1259 - Wei Liu
Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization. 1260-1274 - Yuan Yan
Paradox-Free Analysis for Comparing the Performance of Optimization Algorithms. 1275-1287 - Benjamin Doerr
A First Runtime Analysis of the NSGA-II on a Multimodal Problem. 1288-1297 - Junhao Huang
Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification. 1298-1312 - Fei Ming
A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems. 1313-1326 - Iwo Bladek
Counterexample-Driven Genetic Programming for Symbolic Regression With Formal Constraints. 1327-1339 - Qi-Te Yang
Multiple Populations for Multiple Objectives Framework With Bias Sorting for Many-Objective Optimization. 1340-1354 - Peilan Xu, Wenjian Luo
Difficulty and Contribution-Based Cooperative Coevolution for Large-Scale Optimization. 1355-1369 - Zhi-Zhong Liu
Multiobjective-Based Constraint-Handling Technique for Evolutionary Constrained Multiobjective Optimization: A New Perspective. 1370-1384 - Carola Doerr
Run Time Analysis for Random Local Search on Generalized Majority Functions. 1385-1397 - Kunjie Yu
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization. 1398-1412 - Shi-Jie Jian
A Niching Regression Adaptive Memetic Algorithm for Multimodal Optimization of the Euclidean Traveling Salesman Problem. 1413-1426 - Hanan Alsouly
An Instance Space Analysis of Constrained Multiobjective Optimization Problems. 1427-1439 - Sheng Xin Zhang
Differential Evolution With Domain Transform. 1440-1455 - Zihan Wang
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization. 1456-1469 - Junwen Ding
A Novel Evolutionary Algorithm for Energy-Efficient Scheduling in Flexible Job Shops. 1470-1484 - Qian Zhao, Yinan Guo
Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods. 1485-1497 - Marcin Michal Komarnicki
Incremental Recursive Ranking Grouping for Large-Scale Global Optimization. 1498-1513 - Yi Jiang
A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization. 1514-1528 - Thiago Henrique Lemos Fonseca
Low-Dimensional Space Modeling-Based Differential Evolution for Large-Scale Global Optimization Problems. 1529-1543 - Kamrul Hasan Rahi
A Steady-State Algorithm for Solving Expensive Multiobjective Optimization Problems With Nonparallelizable Evaluations. 1544-1558
Volume 27, Number 6, December 2023
- Huan Liu
Evolutionary Algorithm-Based Attack Strategy With Swarm Robots in Denied Environments. 1562-1574 - Jinyuan Zhang
Dual-Fuzzy-Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization. 1575-1589 - Zixiao Pan
A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources. 1590-1603 - Xinye Cai
Decomposition-Based Lin-Kernighan Heuristic With Neighborhood Structure Transfer for Multi/Many-Objective Traveling Salesman Problem. 1604-1617 - Ana Kostovska
OPTION: OPTImization Algorithm Benchmarking ONtology. 1618-1632 - Shaolin Wang
A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem. 1633-1647 - Junkai Ji
AutoDock Koto: A Gradient Boosting Differential Evolution for Molecular Docking. 1648-1662 - Shanlin Jiang
A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework. 1663-1677 - Adetunji David Ajimakin
The Competing Genes Evolutionary Algorithm: Avoiding Genetic Drift Through Competition, Local Search, and Majority Voting. 1678-1689 - Yang Nan
An Improved Local Search Method for Large-Scale Hypervolume Subset Selection. 1690-1704 - Fangfang Zhang
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. 1705-1719 - Minyang Chen
A Decomposition Method for Both Additively and Nonadditively Separable Problems. 1720-1734 - Huynh Thi Thanh Binh
Ensemble Multifactorial Evolution With Biased Skill-Factor Inheritance for Many-Task Optimization. 1735-1749 - Yinan Guo
A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization. 1750-1764 - Haoran Gu
Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization. 1765-1779 - Li Yan
Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization. 1780-1793 - Zhi-Hui Zhan
Learning-Aided Evolution for Optimization. 1794-1808 - Maximilian Böther
Evolutionary Minimization of Traffic Congestion. 1809-1821 - Yong Pang, Yitang Wang, Shuai Zhang, Xiaonan Lai
An Expensive Many-Objective Optimization Algorithm Based on Efficient Expected Hypervolume Improvement. 1822-1836 - Pei-Qiu Huang
Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks. 1837-1850 - Yilin Fang
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing. 1851-1865 - Petr Stodola
Adaptive Ant Colony Optimization With Node Clustering for the Multidepot Vehicle Routing Problem. 1866-1880 - Xiao-Fang Liu
Interaction-Based Prediction for Dynamic Multiobjective Optimization. 1881-1895 - Behrouz Ahadzadeh
SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional Data. 1896-1911 - Ying Hou
Multiobjective Differential Evolution Algorithm Balancing Multiple Stakeholders for Low-Carbon Order Scheduling in E-Waste Recycling. 1912-1925 - Jie Zhao, Kang Hao Cheong
Obfuscating Community Structure in Complex Network With Evolutionary Divide-and-Conquer Strategy. 1926-1940 - Songbai Liu
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization. 1941-1961 - Junchen Wang
History-Guided Hill Exploration for Evolutionary Computation. 1962-1975
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