Journal: IEEE Trans. Evolutionary Computation

Volume 29, Issue 6

2272 -- 2286Maojiang Tian, Mingke Chen, Wei Du 0003, Yang Tang 0001, Yaochu Jin. An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems
2287 -- 2298Rui Li 0087, Ling Wang 0001, Wenyin Gong, Fei Ming. An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop Scheduling
2299 -- 2312YuPing Yan, Xilu Wang 0001, Péter Ligeti, Yaochu Jin. DP-FSAEA: Differential Privacy for Federated Surrogate-Assisted Evolutionary Algorithms
2313 -- 2327Yi-Jian Wang, Gai-Ge Wang, Ling Wang 0001. A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop Scheduling
2328 -- 2342Ye Tian 0009, Luchen Wang, Shangshang Yang, Jinliang Ding, Yaochu Jin, Xingyi Zhang 0001. Neural Network-Based Dimensionality Reduction for Large-Scale Binary Optimization With Millions of Variables
2343 -- 2356Shaoning Liu, Jian Feng 0001, Shengxiang Yang, Jun Zheng, Qi Xiao. A Coevolutionary Algorithm With Detection and Supervision Strategies for Constrained Multiobjective Optimization
2357 -- 2371Haofeng Wu, Qingda Chen, Jiaxin Chen, Yaochu Jin, Jinliang Ding, Xingyi Zhang 0001, Tianyou Chai. A Multistage Expensive Constrained Multiobjective Optimization Algorithm Based on Ensemble Infill Criterion
2372 -- 2385Qingquan Zhang, Jialin Liu 0001, Xin Yao 0001. Fairness-Aware Multiobjective Evolutionary Learning
2386 -- 2400Dezheng Zhang 0002, Kunjie Yu, Jing Liang 0005, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue, Ling Wang 0001. History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization
2401 -- 2415Xilu Wang 0001, Yaochu Jin. Distilling Ensemble Surrogates for Federated Data-Driven Many-Task Optimization
2416 -- 2430Xiaoming Xue, Yao Hu 0001, Liang Feng 0001, Kai Zhang 0029, Linqi Song, Kay Chen Tan. Surrogate-Assisted Search With Competitive Knowledge Transfer for Expensive Optimization
2431 -- 2445Shangshang Yang, Haiping Ma, Ying Bi, Ye Tian 0009, Limiao Zhang, Yaochu Jin, Xingyi Zhang 0001. An Evolutionary Multiobjective Neural Architecture Search Approach to Advancing Cognitive Diagnosis in Intelligent Education
2446 -- 2460Weizhong Wang, Hai-Lin Liu 0001, Kay Chen Tan. Effective Identification of Lower-Level Optimal Solutions via Discriminator of Conditional Generative Adversarial Network
2461 -- 2475Guanghui Zhang, Juan Wang, Qianlong Dang, Ling Wang 0001, Chenxin Dong. Knowledge Transfer Driven Distributed Memetic Architecture and Algorithm for Distributed Differentiation Flowshop Integrated Scheduling
2476 -- 2490Shuai Shao, Ye Tian 0009, Limiao Zhang, Kay Chen Tan, Xingyi Zhang 0001. An Evolutionary Algorithm for Solving Large-Scale Robust Multiobjective Optimization Problems
2491 -- 2505Qi-Te Yang, Jian-Yu Li, Zhi-hui Zhan, Yunliang Jiang, Yaochu Jin, Jun Zhang 0003. A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization
2506 -- 2520Cheng Gong, Yang Nan 0001, Ke Shang 0004, Ping Guo 0007, Hisao Ishibuchi, Qingfu Zhang 0001. DPP-HSS: Toward Fast and Scalable Hypervolume Subset Selection for Many-Objective Optimization
2521 -- 2536Sheng Qi, Rui Wang 0017, Tao Zhang 0033, Weixiong Huang, Feng Qing, Tao Hu, Ling Wang 0001. A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multiobjective Optimization
2537 -- 2551Xunfeng Wu, Songbai Liu, Qiuzhen Lin, Kay Chen Tan, Victor C. M. Leung. Evolutionary Multitasking With Adaptive Knowledge Transfer for Expensive Multiobjective Optimization
2552 -- 2566Canyun Dai, Xiaoyan Sun 0002, Hejuan Hu, Wei Song 0008, Yong Zhang 0016, Dunwei Gong. Multiform Differential Evolution With Elite-Guided Knowledge Transfer for Coal Mine Integrated Energy Systems Constrained Dispatch
2567 -- 2581Yuwei Zhao, Ziyan Feng, Xiang Li 0006. Transfer-Based Customized Bus Network Design With Holding Control and Heterogeneous Fleet
2582 -- 2595Chengming Wu, Ye Tian 0009, Limiao Zhang, Xiaoshu Xiang, Xingyi Zhang 0001. A Sparsity Knowledge Transfer-Based Evolutionary Algorithm for Large-Scale Multitasking Multiobjective Optimization
2596 -- 2610Ting Huang 0001, Zhen-Quan Zhang, Yue-jiao Gong, Jing Liu 0006. nLKH-ACS: A Niching Lin-Kernighan-Helsgaun-Based Ant Colony System for Multisolution Traveling Salesman Problems
2611 -- 2625Zhao-Feng Xue, Zijia Wang 0001, Yi Jiang, Zhi-hui Zhan, Sam Kwong, Jun Zhang 0003. Multilevel and Multisegment Learning Multitask Optimization via a Niching Method
2626 -- 2640Haoran Gu, Handing Wang, Yi Mei 0001, Mengjie Zhang 0001, Yaochu Jin. Surrogate-Assisted Neighborhood Search With Only a Few Weight Vectors for Expensive Large-Scale Multiobjective Binary Optimization
2641 -- 2655WenBin Pei, Yuyang Cui, Bing Xue 0001, Mengjie Zhang 0001, Jiqing Zhang, Yaqing Hou, Guangyu Zou, Qiang Zhang 0008. DG-SMOTE: A Distance-Angle-Based Genetic Synthetic Minority Over-Sampling Technique for Unbalanced Data Learning
2656 -- 2670Zhiyao Zhang, Yong Wang 0002, Guangyong Sun, Tong Pang. A Distribution Information-Based Kriging-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization Problems
2671 -- 2685Tong Guo, Yi Mei 0001, Mengjie Zhang 0001, Ruofei Sun, Yanbo Zhu, Wenbo Du 0001. Genetic Programming With Multifidelity Surrogates for Large-Scale Dynamic Air Traffic Flow Management
2686 -- 2699Guanghui Zhang, Juan Wang, Lijie Zhang, Qianlong Dang, Ling Wang 0001, Keyi Xing. Matrix and Learning-Assisted Distributed Dual-Space Memetic Algorithm for Customized Distributed Blocking Flowshop Scheduling Problem
2700 -- 2714Jiang Zhou, Peng Zhang 0008. An Evolutionary Algorithm Based on CMSA for Rooted Max Tree Coverage
2715 -- 2728Emrah Hancer, Bing Xue 0001, Mengjie Zhang 0001. A Multiform Many-Objective Evolutionary Algorithm for Multilabel Feature Selection in Classification
2729 -- 2741Cong Luo, Xinyu Li 0001, Wenyin Gong, Liang Gao 0001. Affinity Propagation Hierarchical Memetic Algorithm for Multimodal Multiobjective Flexible Job Shop Scheduling With Variable Speed
2742 -- 2756Zhixing Huang, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001, Wolfgang Banzhaf. Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier
2757 -- 2770Yanchi Li, Xinyi Wu, Wenyin Gong, Meng Xu, Yubo Wang 0012, Qiong Gu. Evolutionary Competitive Multiobjective Multitasking: One-Pass Optimization of Heterogeneous Pareto Solutions
2771 -- 2784Zhe Liu, Fei Han 0001, Qinghua Ling, Henry Han, Jing Jiang 0021. Constraint-Pareto Dominance and Diversity Enhancement Strategy-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems
2785 -- 2803Lino Alberto Rodríguez Coayahuitl, Ansel Y. Rodríguez González, Daniel Fajardo-Delgado, Maria Guadalupe Sánchez Cervantes. Problem Decomposition Strategies and Credit Distribution Mechanisms in Modular Genetic Programming for Supervised Learning
2804 -- 2818Yue Wu 0004, Chuang Luo, Maoguo Gong, Hangqi Ding, Jinlong Sheng, Qiguang Miao, Hao Li 0009, Wenping Ma 0001, Hao He. Multitask Multiscale Feature Selection for Point Cloud Registration
2819 -- 2833Tai-You Chen, Wei-neng Chen, Jin-Kao Hao, Yang Wang 0098, Jun Zhang 0003. Multiagent Evolution Strategy With Cooperative and Cumulative Step Adaptation for Black-Box Distributed Optimization
2834 -- 2848Jing Liang 0005, Junting Yang, Caitong Yue, Ying Bi, Kunjie Yu, Boyang Qu, Yu-Yang Zhang, Mengmeng Li 0001. A Joint-Encoding Evolutionary Algorithm for Multimodal Multiobjective Feature Selection in Classification

Volume 29, Issue 5

1458 -- 1462Danial Yazdani, Wenjian Luo, Shengxiang Yang. Guest Editorial Evolutionary Dynamic Optimization
1463 -- 1474Hao Tong, Miqing Li, Jialin Liu 0001, Xin Yao 0001. How Do Dynamic Events Change the Fitness Landscape of Traveling Salesman Problems?
1475 -- 1489Kunjie Yu, Xuyang Zhang, Dezheng Zhang, Jing J. Liang, Yumeng Li, Heshan Wang, Ke Chen, Caitong Yue. Historical Information-Assisted Dynamic Response Integration and Adaptive Niche Methods for Dynamic Multimodal Optimization
1490 -- 1501Qiu-Ying Li, Quan-ke Pan, Ling Wang 0001, Liang Gao 0001, Weimin Li 0001. Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm
1502 -- 1516Xiaolong Chen 0002, Junqing Li, Zunxun Wang, Qingda Chen, Kaizhou Gao, Quanke Pan. Optimizing Dynamic Flexible Job Shop Scheduling Using an Evolutionary Multitask Optimization Framework and Genetic Programming
1517 -- 1530Juan Zou, Zhanglu Hou, Shouyong Jiang, Shengxiang Yang, Gan Ruan, Yizhang Xia, Yuan Liu 0026. Knowledge Transfer With Mixture Model in Dynamic Multiobjective Optimization
1531 -- 1545Gan Ruan, Zhanglu Hou, Xin Yao 0001. Coping With a Severely Changing Number of Objectives in Dynamic Multiobjective Optimization
1546 -- 1560Wei Song 0008, Zhi Liu, Jian Yu, Xiaoyan Sun 0002, Yaochu Jin, Khin Wee Lai. Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems
1561 -- 1574Yuling Xie, Quanwu Zhao, Wei Zhou, Zexuan Zhu. Evolutionary Dynamic Multiobjective Optimization With Learning Across Problems
1575 -- 1589Feng Wang 0048, Jinsong Xie, Aimin Zhou, Ke Tang 0001. A New Prediction Strategy for Dynamic Multiobjective Optimization Using Diffusion Model
1590 -- 1603Guoyu Chen, Yinan Guo 0001, Changhe Li, Feng Wang 0048, Dunwei Gong, Liang Yuan. A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization
1604 -- 1618Quan Gong, Yizhang Xia, Juan Zou, Zhanglu Hou, Yuan Liu 0026. Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction
1619 -- 1633Feimeng Wang, Jing Sun 0001, Xingjia Gan, Dunwei Gong, Gaige Wang, Yongde Guo. A Dynamic Interval Multiobjective Evolutionary Algorithm Based on Multitask Learning and Inverse Mapping
1634 -- 1648Songbai Liu, Zeyi Wang, Qiuzhen Lin, Jianqiang Li 0001, Kay Chen Tan. Learning-Aided Evolutionary Search and Selection for Scaling-Up Constrained Multiobjective Optimization
1649 -- 1662Beichen Huang, Ran Cheng 0004, Zhuozhao Li, Yaochu Jin, Kay Chen Tan. EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation
1663 -- 1677Hao Li 0009, Pu Xiong, Maoguo Gong, A. Kai Qin, Yue Wu 0004, Lining Xing 0001. Fast Heterogeneous Multiproblem Surrogates for Transfer Evolutionary Multiobjective Optimization
1678 -- 1691Yu Xue 0003, Jiajie Zha, Danilo Pelusi, Peng Chen 0035, Tao Luo 0014, Liangli Zhen, Yan Wang 0015, Mohamed Wahib. Neural Architecture Search with Progressive Evaluation and Subpopulation Preservation
1692 -- 1706Yifan Yang 0002, Gang Chen 0002, Hui Ma 0001, Sven Hartmann, Mengjie Zhang 0001. Dual-Tree Genetic Programming with Adaptive Mutation for Dynamic Workflow Scheduling in Cloud Computing
1707 -- 1728Pengyi Li 0001, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng 0002, Ke Tang 0001. Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
1729 -- 1744Tianzi Zheng, Jianchang Liu, Yaochu Jin, Yuanchao Liu. A Multitask-Assisted Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization
1745 -- 1759JunLan Dong, Jinghui Zhong, Wei-Li Liu, Jun Zhang 0003. Evolving Equation Learner for Symbolic Regression
1760 -- 1773Yilu Liu 0002, Qingfu Zhang 0001, Zhenkun Wang 0001. Community Opinion Maximization in Social Networks
1774 -- 1782Manuel López-Ibáñez 0001, Diederick Vermetten, Johann Dréo, Carola Doerr. Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms
1783 -- 1794Hui Yu, Kaizhou Gao, Zhenfang Ma, Ling Wang 0001. Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multiobjective Heterogeneous Unmanned Surface Vehicles
1795 -- 1806Qi Yan, Hongfeng Wang, Shengxiang Yang. A Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions
1807 -- 1819Lisa Schönenberger, Hans-Georg Beyer. On a Population Sizing Model for Evolution Strategies in Multimodal Landscapes
1820 -- 1833Yaru Hu, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Rui Wang 0017, Jinhua Zheng, Juan Zou, Yanjie Song 0001. Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network
1834 -- 1848Hongwei Ge, Zhi Zheng, Yaqing Hou, Xia Wang, Hisao Ishibuchi. Learning to Evolve With Guiding Solutions Generated by Generative Adversarial Network
1849 -- 1863Hang Xu 0003, Bing Xue 0001, Mengjie Zhang 0001. Probe Population-Based Initialization and Genetic Pool-Based Reproduction for Evolutionary Bi-Objective Feature Selection
1864 -- 1872Benjamin Doerr, Andrew James Kelley. The Runtime of Randomized Local Search on the generalized Needle problem
1873 -- 1887Liang Zhao 0025, Xiaobin Huang, Chao Qian 0001, Qingfu Zhang 0001. Many-to-Few Decomposition: Linking R2-Based and Decomposition-Based Multiobjective Efficient Global Optimization Algorithms
1888 -- 1902Xianfang Song, Hao Ma, Yong Zhang 0016, Dunwei Gong, Yinan Guo 0001, Ying Hu 0006. A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization
1903 -- 1912Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt. Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling
1913 -- 1923Nuria Lozano-García, Álvaro Rubio-Largo, José María Granado Criado. A Simple Yet Effective Greedy Evolutionary Strategy for RNA Design
1924 -- 1936Zhenyu Lei, Jin-Kao Hao. A Memetic Algorithm for Vehicle Routing With Simultaneous Pickup and Delivery and Time Windows
1937 -- 1951Yong Wang 0002, Kuichao Li, Gai-Ge Wang. An Adaptive Multistrategy Algorithm Based on Extent of Environmental Change for Dynamic Multiobjective Optimization
1952 -- 1965Yanchi Li, Wenyin Gong, Qiong Gu. Transfer Task-Averaged Natural Gradient for Efficient Many-Task Optimization
1966 -- 1975Zihan Wang 0009, Chunyun Xiao, Aimin Zhou. Exact Calculation of Inverted Generational Distance
1976 -- 1989Daiki Morinaga, Youhei Akimoto. Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search
1990 -- 2003Zhenzhong Wang, Dejun Xu, Min Jiang 0005, Kay Chen Tan. Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization
2004 -- 2018Qi Zhao 0012, Tengfei Liu, Bai Yan, Qiqi Duan, Jian Yang 0031, Yuhui Shi 0001. Automated Metaheuristic Algorithm Design With Autoregressive Learning
2019 -- 2031Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández 0004, Pascal Kerschke, Heike Trautmann, Oliver Schütze 0001. Finding ϵ-Locally Optimal Solutions for Multiobjective Multimodal Optimization
2032 -- 2046Kunjie Yu, Jintao Lian, Ying Bi, Jing J. Liang, Bing Xue 0001, Mengjie Zhang 0001. An Automated and Interpretable Computer-Aided Approach for Skin Cancer Diagnosis Using Genetic Programming
2047 -- 2061Yubo Wang 0012, Chengyu Hu 0002, Fei Ming, Yanchi Li, Wenyin Gong, Liang Gao 0001. A Diversity-Enhanced Tri-Stage Framework for Constrained Multiobjective Optimization
2062 -- 2073Adetunji David Ajimakin, V. Susheela Devi. Quantum Acceleration of Black-Box Pseudo-Boolean Optimization Algorithms
2074 -- 2088Qiuzhen Lin, Qianhui Wang, Baihao Chen, Yulong Ye, Lijia Ma, Kay Chen Tan. Multiobjective Many-Tasking Evolutionary Optimization Using Diversified Gaussian-Based Knowledge Transfer
2089 -- 2103Yiya Diao, Changhe Li, Sanyou Zeng, Shengxiang Yang, Carlos A. Coello Coello. Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems
2104 -- 2115Hao Wang 0025, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André H. Deutz, Oziel Cortés Piña, Oliver Schütze 0001. A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms
2116 -- 2130Yang-Tao Dai, Xiao-fang Liu, Yongchun Fang, Zhi-hui Zhan, Jun Zhang 0003. Multisource Knowledge Fusion Based on Graph Attention Networks for Many-Task Optimization
2131 -- 2144Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes. An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization
2145 -- 2157Kaili Zhao, Xilu Wang 0001, Chaoli Sun, Yaochu Jin, Asad Hayat. Efficient Large-Scale Expensive Optimization via Surrogate-Assisted Subproblem Selection
2158 -- 2172Yu-Hong Sun, Ting Huang 0001, Jing-Hui Zhong, Jun Zhang 0003, Yue-jiao Gong. Symbolic Regression-Assisted Offline Data-Driven Evolutionary Computation
2173 -- 2187Qiong Chen, Weiping Ding 0001. A Genetic Algorithm Based on Deep Q-Learning in Optimization of Remote Sensing Data Discretization
2188 -- 2197Hui Wei, Xiandong Pu, Jianlei Zhang, Chunyan Zhang, Ming Cao 0001. Moral Preferences Co-Evolve With Cooperation in Networked Populations
2198 -- 2212Lei Zhang 0060, Zhanpeng Wang, Haipeng Yang, Xiang Sun, Fan Cheng 0001. Pareto Optimization for Fair Subset Selection: A Case Study on Personalized Recommendation
2213 -- 2228Ryan Zhou, Jaume Bacardit, Alexander Edward Ian Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John A. W. McCall, Niki van Stein, David Walker 0003, Ting Hu 0001. Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
2229 -- 2243Ke Xue 0001, Yutong Wang, Cong Guan, Lei Yuan 0005, Haobo Fu, Qiang Fu 0016, Chao Qian 0001, Yang Yu 0001. Heterogeneous Multiagent Zero-Shot Coordination by Coevolution
2244 -- 2257Jianhua Zhu, Yaoyao He. A Large-Scale Multiobjective Evolutionary Quantile Estimation Model for Wind Power Probabilistic Forecasting
2258 -- 2270Wenxuan Pan, Feifei Zhao, Guobin Shen, Bing Han 0010, Yi Zeng 0001. Brain-Inspired Multiscale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks

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

Volume 29, Issue 3

571 -- 573Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez 0001. Guest Editorial Machine-Learning-Assisted Evolutionary Computation
574 -- 588YuanYuan Yu, Qirong Tang, Qingchao Jiang, Qinqin Fan. A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation
589 -- 600Xin-rui Tao, Quan-ke Pan, Liang Gao 0001. An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging
601 -- 615Jianqing Lin, Cheng He 0001, Hanjing Jiang, Yabing Huang, Yaochu Jin. Surrogate-Assisted Multiobjective Gene Selection for Cell Classification From Large-Scale Single-Cell RNA Sequencing Data
616 -- 630Xi Lin 0001, Xiaoyuan Zhang, Zhiyuan Yang 0003, Qingfu Zhang 0001. Dealing With Structure Constraints in Evolutionary Pareto Set Learning
631 -- 645Bingdong Li, Yan Zhang, Peng Yang 0008, Xin Yao 0001, Aimin Zhou. A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection
646 -- 660Jun Hong, Zhi-hui Zhan, Langchong He, ZongBen Xu, Jun Zhang 0003. Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach
661 -- 675Ofer M. Shir, Michael T. M. Emmerich. Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation
676 -- 696Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou 0001, Shan He 0001, Zexuan Zhu, Kay Chen Tan. A Survey on Evolutionary Computation-Based Drug Discovery
697 -- 710Langchun Si, Xingyi Zhang 0001, Ye Tian 0009, Shangshang Yang, Limiao Zhang, Yaochu Jin. Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization
711 -- 725Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang 0003, Wei-neng Chen. A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization
726 -- 733Andrzej Jaszkiewicz, Piotr Zielniewicz. Improving the Efficiency of the Distance-Based Hypervolume Estimation Using ND-Tree
734 -- 748Tong Qian, Xiao-fang Liu, Yongchun Fang. A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints
749 -- 763Yun Liu, Fangfang Zhang 0003, Yanan Sun 0001, Mengjie Zhang 0001. Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling
764 -- 778Xianpeng Wang 0002, Yumeng Zhao, Lixin Tang, Xin Yao 0001. MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization
779 -- 793Shenglian Tan, Yong Wang 0002, Guangyong Sun, Tong Pang, Ke Tang 0001. A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems
794 -- 808Xiaolong Wu, Wei Wang 0372, Tengfei Zhang, Honggui Han, Junfei Qiao 0001. Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior
809 -- 821Xiaoliang Chu, Fei Ming, Wenyin Gong. Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization
822 -- 835Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-hui Zhan, Jiujun Cheng. Fractional Order Differential Evolution
836 -- 850Ruizhao Zheng, Yong Zhang 0016, Xiaoyan Sun 0002, Dun-Wei Gong, Xiao-Zhi Gao 0001. An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments

Volume 29, Issue 2

287 -- 301Yi Jiang, Zhi-hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang 0003. Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization
302 -- 316Paul Kent, Adam Gaier, Jean-Baptiste Mouret, Juergen Branke. Bayesian Optimization for Quality Diversity Search With Coupled Descriptor Functions
317 -- 330Fei Liu 0044, Qingfu Zhang 0001, Qingling Zhu, Xialiang Tong, Mingxuan Yuan. Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing
331 -- 345Niki van Stein, Thomas Bäck. LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
346 -- 359Yuquan Wang, Naiming Xie, Nanlei Chen, Hui Ma 0001, Gang Chen 0002. Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem
360 -- 374Deniz Preil, Michael Krapp. Genetic Multi-Armed Bandits: A Reinforcement Learning Inspired Approach for Simulation Optimization
375 -- 389Junfei Li, Yanrong Hu, Simon X. Yang. A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments
390 -- 403Jaume Reixach, Christian Blum 0001, Marko Djukanovic, Günther R. Raidl. A Biased Random Key Genetic Algorithm for Solving the Longest Common Square Subsequence Problem
404 -- 417Genghui Li, Zhenkun Wang 0001, Weifeng Gao, Ling Wang 0001. Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization
418 -- 428Thanh V. T. Tran, Truong-Son Hy. Protein Design by Directed Evolution Guided by Large Language Models
429 -- 443Jinghui Zhong, JunLan Dong, Wei-Li Liu, Liang Feng 0001, Jun Zhang 0003. Multiform Genetic Programming Framework for Symbolic Regression Problems
444 -- 458Bingdong Li, Yanting Yang, Peng Yang 0008, Guiying Li, Ke Tang 0001, Aimin Zhou. Causal Inference-Based Large-Scale Multiobjective Optimization
459 -- 473Hanyuan Huang, Tao Li 0016, Beibei Li 0002, Wenhao Wang 0001, Yanan Sun 0001. A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System
474 -- 489Lei Chen 0044, Yiu-ming Cheung, Hai-Lin Liu 0001, Yutao Lai. MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization
490 -- 504Michal Witold Przewozniczek, Bartosz Frej, Marcin Michal Komarnicki. From Direct to Directional Variable Dependencies - Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems
505 -- 518Yuji Zou, Jin-Kao Hao, Qinghua Wu 0002. A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots
519 -- 533Yang Nan 0001, Tianye Shu, Hisao Ishibuchi, Ke Shang. Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection
534 -- 554Xingyu Wu, Sheng-Hao Wu, Jibin Wu, Liang Feng 0001, Kay Chen Tan. Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
555 -- 569Yuheng Lei, Yao Lyu, Guojian Zhan, Tao Zhang, Jiangtao Li, Jianyu Chen, Shengbo Eben Li, Sifa Zheng. Zeroth-Order Actor-Critic: An Evolutionary Framework for Sequential Decision Problems

Volume 29, Issue 1

2 -- 15Zhi-Zhong Liu, Fan Wu 0016, Juan Liu, Yunchuan Qin, Kenli Li 0001. Constrained Multiobjective Optimization With Escape and Expansion Forces
16 -- 30Yi Jiang, Zhi-hui Zhan, Kay Chen Tan, Jun Zhang 0003. Knowledge Learning for Evolutionary Computation
31 -- 45Shumin Xie, Kangshun Li, Wenxiang Wang, Hui Wang 0033, Chaoda Peng, Hassan Jalil. A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization
46 -- 60Bach Hoai Nguyen, Bing Xue 0001, Peter Andreae, Mengjie Zhang 0001. Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation
61 -- 75Yong Zeng, Yuansheng Cheng, Jun Liu 0039. A Surrogate-Assisted Constrained Optimization Evolutionary Algorithm by Searching Multiple Kinds of Global and Local Regions
76 -- 90Weilong Liu, Yong Zhang 0038, Kailong Liu, Barry Quinn, Xingyu Yang, Qiao Peng. Evolutionary Multiobjective Optimization for Large-Scale Portfolio Selection With Both Random and Uncertain Returns
91 -- 101Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud. Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym
102 -- 116Jiao Liu, Abhishek Gupta 0001, Chinchun Ooi, Yew-Soon Ong. ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence
117 -- 131Judith Echevarrieta, Etor Arza, Aritz Pérez. Speeding-Up Evolutionary Algorithms to Solve Black-Box Optimization Problems
132 -- 144Zhenzhong Wang, Lulu Cao, Liang Feng 0001, Min Jiang 0005, Kay Chen Tan. Evolutionary Multitask Optimization With Lower Confidence Bound-Based Solution Selection Strategy
145 -- 157Oliver Schütze 0001, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Hernández 0004. Finding the Set of Nearly Optimal Solutions of a Multiobjective Optimization Problem
158 -- 171Lingyun Zhou, Daniel F. Silva, Alice E. Smith. Locating Drone Stations for a Truck-Drone Delivery System in Continuous Space
172 -- 186Jian-Yu Li, Zhi-hui Zhan, Yun Li 0002, Jun Zhang 0003. Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization
187 -- 204Linas Stripinis, Jakub Kudela, Remigijus Paulavicius. Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets
205 -- 216Yanchi Li, Wenyin Gong. Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation
217 -- 231Zhixing Huang, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Toward Evolving Dispatching Rules With Flow Control Operations by Grammar-Guided Linear Genetic Programming
232 -- 246Zixiao Pan, Ling Wang 0001, Jingjing Wang, Qingfu Zhang 0001. A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling
247 -- 261Xiangzhou Gao, Shenmin Song, Hu Zhang 0002, Zhenkun Wang 0001. A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective Optimization
262 -- 274Lauren Hayward, Andries P. Engelbrecht. Determining Metaheuristic Similarity Using Behavioral Analysis
275 -- 285Aljosa Vodopija, Tea Tusar, Bogdan Filipic. Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective