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IEEE Trans. Evol. Comput.
1997
2006
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2024
1997
2024
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Publications
volume 28, number 1, 2024
Yue Wu
,
Hangqi Ding
,
Maoguo Gong
,
A. Kai Qin
,
Wenping Ma
,
Qiguang Miao
,
Kay Chen Tan
Evolutionary Multiform Optimization With Two-Stage Bidirectional Knowledge Transfer Strategy for Point Cloud Registration.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Kai Zhang
,
Zhiwei Xu
,
Gary G. Yen
,
Ling Zhang
Two-Stage Multiobjective Evolution Strategy for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Ke Shang
,
Tianye Shu
,
Hisao Ishibuchi
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Ik Soo Lim
,
Naoki Masuda
To Trust or Not to Trust: Evolutionary Dynamics of an Asymmetric N-Player Trust Game.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Chao Wang
,
Licheng Jiao
,
Jiaxuan Zhao
,
Lingling Li
,
Xu Liu
,
Fang Liu
,
Shuyuan Yang
Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Honggui Han
,
Xing Bai
,
Ying Hou
,
Junfei Qiao
Multitask Particle Swarm Optimization With Heterogeneous Domain Adaptation.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Fangfang Zhang
,
Yi Mei
,
Su Nguyen
,
Mengjie Zhang
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Abhishek Kumar
,
Swagatam Das
,
Rammohan Mallipeddi
An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Abhiroop Ghosh
,
Kalyanmoy Deb
,
Erik D. Goodman
,
Ronald C. Averill
An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Kalyanmoy Deb
,
Claudio Lucio do Val Lopes
,
Flávio Vinícius Cruzeiro Martins
,
Elizabeth Fialho Wanner
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Cheng He
,
Ran Cheng
,
Lianghao Li
,
Kay Chen Tan
,
Yaochu Jin
Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Juan Zou
,
Ruiqing Sun
,
Yuan Liu
,
Yaru Hu
,
Shengxiang Yang
,
Jinhua Zheng
,
Ke Li
A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Shulei Liu
,
Handing Wang
,
Wen Yao
,
Wei Peng
Surrogate-Assisted Environmental Selection for Fast Hypervolume-Based Many-Objective Optimization.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Mingcheng Zuo
,
Dunwei Gong
,
Yan Wang
,
Xianming Ye
,
Bo Zeng
,
Fanlin Meng
Process Knowledge-Guided Autonomous Evolutionary Optimization for Constrained Multiobjective Problems.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Fei Ming
,
Wenyin Gong
,
Ling Wang
,
Liang Gao
Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Yaru Hu
,
Jinhua Zheng
,
Shouyong Jiang
,
Shengxiang Yang
,
Juan Zou
,
Rui Wang
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Bach Hoai Nguyen
,
Bing Xue
,
Mengjie Zhang
A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Zhifang Wei
,
Weifeng Gao
,
Maoguo Gong
,
Gary G. Yen
A Bi-Objective Evolutionary Algorithm for Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput.
28 (1) (2024)
Huixin Ma
,
Kai Wu
,
Handing Wang
,
Jing Liu
Higher Order Knowledge Transfer for Dynamic Community Detection With Great Changes.
IEEE Trans. Evol. Comput.
28 (1) (2024)
volume 27, number 5, 2023
Xinan Chen
,
Ruibin Bai
,
Rong Qu
,
Haibo Dong
Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online Container Terminal Truck Dispatching.
IEEE Trans. Evol. Comput.
27 (5) (2023)
Zihan Wang
,
Bochao Mao
,
Hao Hao
,
Wenjing Hong
,
Chunyun Xiao
,
Aimin Zhou
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (5) (2023)
Marcin Michal Komarnicki
,
Michal Witold Przewozniczek
,
Halina Kwasnicka
,
Krzysztof Walkowiak
Incremental Recursive Ranking Grouping for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput.
27 (5) (2023)
volume 27, number 6, 2023
Minyang Chen
,
Wei Du
,
Yang Tang
,
Yaochu Jin
,
Gary G. Yen
A Decomposition Method for Both Additively and Nonadditively Separable Problems.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Yilin Fang
,
Fubo Liu
,
Miqing Li
,
Hao Cui
Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Ying Hou
,
Yilin Wu
,
Honggui Han
Multiobjective Differential Evolution Algorithm Balancing Multiple Stakeholders for Low-Carbon Order Scheduling in E-Waste Recycling.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Shanlin Jiang
,
Gary G. Yen
,
Zhenan He
A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Xiao-Fang Liu
,
Xin-Xin Xu
,
Zhi-Hui Zhan
,
Yongchun Fang
,
Jun Zhang
Interaction-Based Prediction for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Li Yan
,
Wenlong Qi
,
Jing Liang
,
Boyang Qu
,
Kunjie Yu
,
Caitong Yue
,
Xuzhao Chai
Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Shaolin Wang
,
Yi Mei
,
Mengjie Zhang
A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Huan Liu
,
Junqi Zhang
,
Peng Zu
,
MengChu Zhou
Evolutionary Algorithm-Based Attack Strategy With Swarm Robots in Denied Environments.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Zixiao Pan
,
Ling Wang
,
Jie Zheng
,
Jing-Fang Chen
,
Xing Wang
A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Yong Pang
,
Yitang Wang
,
Shuai Zhang
,
Xiaonan Lai
,
Wei Sun
,
Xueguan Song
An Expensive Many-Objective Optimization Algorithm Based on Efficient Expected Hypervolume Improvement.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Petr Stodola
,
Jan Nohel
Adaptive Ant Colony Optimization With Node Clustering for the Multidepot Vehicle Routing Problem.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Songbai Liu
,
Qiuzhen Lin
,
Jianqiang Li
,
Kay Chen Tan
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Fangfang Zhang
,
Yi Mei
,
Su Nguyen
,
Kay Chen Tan
,
Mengjie Zhang
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Xinye Cai
,
Kang Wang
,
Yi Mei
,
Zhenhua Li
,
Jun Zhao
,
Qingfu Zhang
Decomposition-Based Lin-Kernighan Heuristic With Neighborhood Structure Transfer for Multi/Many-Objective Traveling Salesman Problem.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Jie Zhao
,
Kang Hao Cheong
Obfuscating Community Structure in Complex Network With Evolutionary Divide-and-Conquer Strategy.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Zhi-Hui Zhan
,
Jian-Yu Li
,
Sam Kwong
,
Jun Zhang
Learning-Aided Evolution for Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Ana Kostovska
,
Diederick Vermetten
,
Carola Doerr
,
Saso Dzeroski
,
Pance Panov
,
Tome Eftimov
OPTION: OPTImization Algorithm Benchmarking ONtology.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Haoran Gu
,
Handing Wang
,
Yaochu Jin
Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Pei-Qiu Huang
,
Qingfu Zhang
,
Yong Wang
Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Huynh Thi Thanh Binh
,
Le Van Cuong
,
Ta Bao Thang
,
Nguyen Hoang Long
Ensemble Multifactorial Evolution With Biased Skill-Factor Inheritance for Many-Task Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Yang Nan
,
Ke Shang
,
Hisao Ishibuchi
,
Linjun He
An Improved Local Search Method for Large-Scale Hypervolume Subset Selection.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Yinan Guo
,
Guoyu Chen
,
Min Jiang
,
Dunwei Gong
,
Jing Liang
A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Junkai Ji
,
Jin Zhou
,
Zhangfan Yang
,
Qiuzhen Lin
,
Carlos A. Coello Coello
AutoDock Koto: A Gradient Boosting Differential Evolution for Molecular Docking.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Junchen Wang
,
Changhe Li
,
Sanyou Zeng
,
Shengxiang Yang
History-Guided Hill Exploration for Evolutionary Computation.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Maximilian Böther
,
Leon Schiller
,
Philipp Fischbeck
,
Louise Molitor
,
Martin S. Krejca
,
Tobias Friedrich
Evolutionary Minimization of Traffic Congestion.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Behrouz Ahadzadeh
,
Moloud Abdar
,
Fatemeh Safara
,
Abbas Khosravi
,
Mohammad Bagher Menhaj
,
Ponnuthurai Nagaratnam Suganthan
SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional Data.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Adetunji David Ajimakin
,
V. Susheela Devi
The Competing Genes Evolutionary Algorithm: Avoiding Genetic Drift Through Competition, Local Search, and Majority Voting.
IEEE Trans. Evol. Comput.
27 (6) (2023)
Jinyuan Zhang
,
Linjun He
,
Hisao Ishibuchi
Dual-Fuzzy-Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput.
27 (6) (2023)