Journal: IEEE Trans. Evolutionary Computation

Volume 29, Issue 4

853 -- 864Qinyu Wang, Ying Bi, Bing Xue 0001, Mengjie Zhang 0001. Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification
865 -- 879Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao 0001. Learning to Expand/Contract Pareto Sets in Dynamic Multiobjective Optimization With a Changing Number of Objectives
880 -- 890Amir Omeradzic, Hans-Georg Beyer. Self-Adaptation of Multirecombinant Evolution Strategies on the Highly Multimodal Rastrigin Function
891 -- 905Weijie Zheng 0001, Benjamin Doerr. Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)
906 -- 920Tai-You Chen, Wei-neng Chen, Feng-Feng Wei, Xiao-Min Hu, Jun Zhang 0003. Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization
921 -- 935Linqiang Pan, Jianqing Lin, Handing Wang, Cheng He 0001, Kay Chen Tan, Yaochu Jin. Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition
936 -- 947Raphael Patrick Prager, Heike Trautmann. Exploratory Landscape Analysis for Mixed-Variable Problems
948 -- 962Yulong Ye, Songbai Liu, Junwei Zhou 0002, Qiuzhen Lin, Min Jiang 0005, Kay Chen Tan. Learning-Based Directional Improvement Prediction for Dynamic Multiobjective Optimization
963 -- 976Junqi Zhang, Yuxuan Lin, MengChu Zhou. Virtual-Source and Virtual-Swarm-Based Particle Swarm Optimizer for Large-Scale Multisource Location via Robot Swarm
977 -- 989Anne Elorza, Xabier Benavides, Josu Ceberio, Leticia Hernando, José Antonio Lozano 0001. Transforming Combinatorial Optimization Problems in Fourier Space: Consequences and Uses
990 -- 1001Zhen Yang, Tangxu Yao, Yunliang Jiang, Jun Zhang 0003, Xiongtao Zhang. Indexes-Based and Partial Restart-Based Constrained Multiobjective Optimization
1002 -- 1016Lingjie Li, Yuze Zhang, Qiuzhen Lin, Zhong Ming 0001, Carlos A. Coello Coello, Victor C. M. Leung. Superpixel Segmentation-Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images
1017 -- 1028Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira. A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization
1029 -- 1040Chan-Gyu Lee, Sungbum Jun. Feature Extraction With Genetic Programming for Root Cause Identification in Manufacturing With Interpretable Machine Learning
1041 -- 1054Yingwei Li, Xiang Feng, Huiqun Yu. Solving High-Dimensional Expensive Multiobjective Optimization Problems by Adaptive Decision Variable Grouping
1055 -- 1069Qinglan Fan, Ying Bi, Bing Xue 0001, Mengjie Zhang 0001. Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification
1070 -- 1084Zhenkun Wang 0001, Kangnian Lin, Genghui Li, Weifeng Gao. Multiobjective Optimization Problem With Hardly Dominated Boundaries: Benchmark, Analysis, and Indicator-Based Algorithm
1085 -- 1099Jingjing Wang, Honggui Han, Ling Wang 0001. A Feedback Learning-Based Memetic Algorithm for Energy-Aware Distributed Flexible Job-Shop Scheduling With Transportation Constraints
1100 -- 1111Nathan Haut, Wolfgang Banzhaf, Bill Punch 0001. Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression
1112 -- 1126Chenyang Li, Gary G. Yen, Zhenan He 0001. Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm
1127 -- 1137Fabrício Olivetti de França, Marco Virgolin, Michael Kommenda, Maimuna S. Majumder, Miles D. Cranmer, Guilherme Espada, Leon Ingelse, Alcides Fonseca, Mikel Landajuela, Brenden K. Petersen, Ruben Glatt, T. Nathan Mundhenk, Chak Shing Lee, Jacob D. Hochhalter, David L. Randall, P. Kamienny, H. Zhang, Grant Dick, A. Simon, Bogdan Burlacu, Jaan Kasak, Meera Vieira Machado, Casper Wilstrup, William G. La Cava. SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation
1138 -- 1152Zhiyao Zhang, Yong Wang 0002, Guangyong Sun, Tong Pang, Ke Tang 0001. Constrained Probabilistic Pareto Dominance for Expensive Constrained Multiobjective Optimization Problems
1153 -- 1167Yuting Wu, Ling Wang 0001, Jing-fang Chen 0001. A Branch-and-Bound Enhanced Cooperative Evolutionary Algorithm for the Hybrid Seru System Scheduling Considering Worker Heterogeneity
1168 -- 1182Jesús Guillermo Falcón-Cardona, Lourdes Uribe, Pablo Rosas. Riesz s-Energy as a Diversity Indicator in Evolutionary Multiobjective Optimization
1183 -- 1198Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi. MQL-MM: A Meta-Q-Learning-Based Multiobjective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem
1199 -- 1214Yuanchao Liu, Lixin Tang, Jinliang Ding, Qingda Chen, Kanrong Liu, Jianchang Liu. A Dual Mutation-Based Evolutionary Algorithm for Dynamic Multiobjective Optimization With Undetectable Changes
1215 -- 1226Ying Hou, Yanjie Shen, Honggui Han, Jingjing Wang. Many-Task Differential Evolutionary Algorithm Based on Bi-Space Similarity
1227 -- 1238Andrzej Jaszkiewicz, Piotr Zielniewicz. Exact Calculation and Properties of the R2 Multiobjective Quality Indicator
1239 -- 1253Yue Wu 0004, Jinlong Sheng, Hangqi Ding, Peiran Gong, Hao Li 0009, Maoguo Gong, Wenping Ma 0001, Qiguang Miao. Evolutionary Multitasking Descriptor Optimization for Point Cloud Registration
1254 -- 1268Jingda Deng, Jianyong Sun, Qingfu Zhang 0001, Hui Li 0020. Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree
1269 -- 1283Chenming Cao, Kai Zhang 0029, Xiaoming Xue, Kay Chen Tan, Jian Wang 0010, LiMing Zhang, Piyang Liu, Xia Yan. Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization
1284 -- 1297Bingdong Li, Yanting Yang, Wenjing Hong, Peng Yang 0008, Aimin Zhou. Hyperbolic Neural Network-Based Preselection for Expensive Multiobjective Optimization
1298 -- 1312Chen-Hao Xu, Zhigang Lu 0003, Ershun Du, Jiangfeng Zhang, Xiaoqiang Guo, Xue-Ping Li, Xiang-Xing Kong, Yan Lin Li. A Fast Evaluation-Based Bacteria Colony Chemotaxis Algorithm for Dynamic Interval Multiobjective Optimization Problems
1313 -- 1327Keyao Wang, Bo Liu 0008. A Syntactic Problem Solver Learning Landscape Structures for Clinical Scheduling
1328 -- 1342Dunwei Gong, Miao Rong, Na Hu, Yan Wang 0002, Witold Pedrycz, Shengxiang Yang. A Prediction and Weak Coevolution-Based Dynamic Constrained Multiobjective Optimization
1343 -- 1355Phoenix Neale Williams, Ke Li 0001, Geyong Min. Evolutionary Art Attack for Black-Box Adversarial Example Generation
1356 -- 1370Shuai Wang, Aimin Zhou. Leader Prediction for Multiobjective Particle Swarm Optimization
1371 -- 1385Xinan Chen, Ruibin Bai, Rong Qu, Jing Dong, Yaochu Jin. Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks
1386 -- 1399Ke Shang, Guotong Wu, Lie Meng Pang, Hisao Ishibuchi. Targeted Pareto Optimization for Subset Selection With Monotone Objective Function and Cardinality Constraint
1400 -- 1418Jing Liang 0005, Zhuo Hu, Ying Bi, Han Cheng, Kunjie Yu, Cai-Tong Yue, Xianfang Wang, Weifeng Guo. A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease
1419 -- 1433Shuang Li, Ke Li 0001, Wei Li 0154, Ming Yang 0015. Evolutionary Alternating Direction Method of Multipliers for Constrained Multiobjective Optimization With Unknown Constraints
1434 -- 1448Dominik Sobania, Justyna Petke, Martin Briesch, Franz Rothlauf. A Comparison of Large Language Models and Genetic Programming for Program Synthesis
1449 -- 1455Juergen Branke. Performance Metrics for Multiobjective Optimization Under Noise