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IEEE Transactions on Evolutionary Computation, Volume 25
Volume 25, Number 1, February 2021
- Ke Shang
, Hisao Ishibuchi
A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization. 1-20 - Xinye Cai
A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization. 21-34 - Xingxing Hao
A Unified Framework of Graph-Based Evolutionary Multitasking Hyper-Heuristic. 35-47 - Julian Blank
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization. 48-60 - Masaya Nakata
Learning Optimality Theory for Accuracy-Based Learning Classifier Systems. 61-74 - Jiawei Yuan
Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions. 75-86 - Ying Bi
Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification. 87-101 - Ye Tian
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. 102-116 - Min Jiang
Knee Point-Based Imbalanced Transfer Learning for Dynamic Multiobjective Optimization. 117-129 - Qiuzhen Lin
Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces. 130-144 - Guo Yu
A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships. 145-158 - Ming Yang
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems. 159-171 - Yuren Zhou
Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations. 172-186 - Yangming Zhou
Variable Population Memetic Search: A Case Study on the Critical Node Problem. 187-200
Volume 25, Number 2, April 2021
- Hang Xu
A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection. 205-218 - Feng-Feng Wei
A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization. 219-233 - Cyril Picard
Realistic Constrained Multiobjective Optimization Benchmark Problems From Design. 234-246 - Kai Wu
An Evolutionary Multiobjective Framework for Complex Network Reconstruction Using Community Structure. 247-261 - Zedong Tang, Maoguo Gong
Regularized Evolutionary Multitask Optimization: Learning to Intertask Transfer in Aligned Subspace. 262-276 - Zhichao Lu
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification. 277-291 - Zhenan He
Knee-Based Decision Making and Visualization in Many-Objective Optimization. 292-306 - Thomas Weise
Frequency Fitness Assignment: Making Optimization Algorithms Invariant Under Bijective Transformations of the Objective Function Value. 307-319 - Xiaoyu He
MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization. 320-333 - Peng Zhang, Jinlong Li, Tengfei Li
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes. 334-345 - David M. Bossens
QED: Using Quality-Environment-Diversity to Evolve Resilient Robot Swarms. 346-357 - Chantal Olieman
Fitness-Based Linkage Learning in the Real-Valued Gene-Pool Optimal Mixing Evolutionary Algorithm. 358-370 - Haoyu Zhang
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance. 371-385 - Risto Miikkulainen
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic. 386-401
Volume 25, Number 3, June 2021
- Ye Tian
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. 405-418 - Shuai Wang
A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization. 419-432 - Qi Chen
Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression. 433-447 - Cheng He
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. 448-462 - Ali Ahrari
Adaptive Multilevel Prediction Method for Dynamic Multimodal Optimization. 463-477 - Sheng-Hao Wu
SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems. 478-491 - Su Nguyen
A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming. 492-507 - Qingqi Long
Evolutionary Game Analysis Among Three Green-Sensitive Parties in Green Supply Chains. 508-523 - Yanan Sun
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms. 524-536 - Zhaopin Su
Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation. 537-551 - Fangfang Zhang
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling. 552-566 - Lei Zhou
Learnable Evolutionary Search Across Heterogeneous Problems via Kernelized Autoencoding. 567-581 - Liang Xi
Multisource Neighborhood Immune Detector Adaptive Model for Anomaly Detection. 582-594 - Ke Tang
Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution. 595-607
Volume 25, Number 4, August 2021
- Danial Yazdani
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. 609-629 - Danial Yazdani
A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. 630-650 - Fangfang Zhang
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. 651-665 - Jianyong Sun
Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient. 666-680 - Jesús Guillermo Falcón-Cardona
On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms. 681-695 - Weijie Zheng
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property. 696-709 - Jiajun Zhou
Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization. 710-723 - Shufen Qin, Chaoli Sun, Yaochu Jin
Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling. 724-738 - Mengjun Ming
A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization. 739-753 - Kai Zhang
Two-Stage Double Niched Evolution Strategy for Multimodal Multiobjective Optimization. 754-768 - Genghui Li
Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization. 769-778 - Jun-Rong Jian
Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization. 779-793 - Xinfang Ji
Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems. 794-808
Volume 25, Number 5, October 2021
- Weiping Ding
Guest Editorial Evolutionary Computation Meets Deep Learning. 810-814 - Xiangru Chen, Yanan Sun
Evolving Deep Convolutional Variational Autoencoders for Image Classification. 815-829 - Tong Zhang
AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning. 830-841 - Mincan Li, Zidong Wang
Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning. 842-855 - Feiran Huang
Robust Multimodal Representation Learning With Evolutionary Adversarial Attention Networks. 856-868 - Miao Zhang
Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization. 869-882 - Xinyan Liang
Evolutionary Deep Fusion Method and its Application in Chemical Structure Recognition. 883-893 - Xun Zhou
A Survey on Evolutionary Construction of Deep Neural Networks. 894-912 - Mu Zhou
Adaptive Genetic Algorithm-Aided Neural Network With Channel State Information Tensor Decomposition for Indoor Localization. 913-927 - Yu-Wei Wen
Two-Stage Evolutionary Neural Architecture Search for Transfer Learning. 928-940 - Dawei Zhan
A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning. 941-955 - Dogan Corus
Fast Immune System-Inspired Hypermutation Operators for Combinatorial Optimization. 956-970 - Leonardo Lai
Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels. 971-985 - Shiming Chen
CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network. 986-1000 - Aymeric Blot
Empirical Comparison of Search Heuristics for Genetic Improvement of Software. 1001-1011
Volume 25, Number 6, December 2021
- Zhenshou Song
A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization. 1013-1027 - Linjun He
A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms. 1028-1048 - Baligh Al-Helali
Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data. 1049-1063 - Wenhua Li
Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization. 1064-1078 - Richard John Preen
Autoencoding With a Classifier System. 1079-1090 - Lu Wang, Lei Ma, Chao Wang
Identifying Influential Spreaders in Social Networks Through Discrete Moth-Flame Optimization. 1091-1102 - Kamrul Hasan Rahi
Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization. 1103-1117 - Damien O'Neill
Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks. 1118-1132 - Ran Wang
Set Theory-Based Operator Design in Evolutionary Algorithms for Solving Knapsack Problems. 1133-1147 - Ying Bi
A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification. 1148-1162 - David Issa Mattos
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions. 1163-1177
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