Journal: IEEE Trans. Evolutionary Computation

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