Caitong Yue

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 80

Top Topics

Multiobjective Optimization

Optimization Problems

Evolutionary Algorithm

Differential Evolution

Top Venues

IEEE Trans. Evol. Comput.

Swarm Evol. Comput.

Publications

Caitong Yue, Liming Liu, Jing Liang, Gongping Li, Bi Ying, Mingyuan Yu
Multimodal Multi-Objective Flexible Job Shop Scheduling: A Preliminary Study. CEC (2024)
Jing Liang, Xudong Sui, Caitong Yue, Mingyuan Yu, Guang Li, Mengmeng Li
Multimodal multiobjective differential evolution algorithm based on enhanced decision space search. Swarm Evol. Comput. 90 (2024)
Jing Liang, Hongyu Lin, Caitong Yue, Ponnuthurai Nagaratnam Suganthan, Yaonan Wang
Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization. IEEE CAA J. Autom. Sinica 11 (6) (2024)
Jing Liang, Yuyang Zhang, Boyang Qu, Ke Chen, Kunjie Yu, Caitong Yue
A Multiform Optimization Framework for Multiobjective Feature Selection in Classification. IEEE Trans. Evol. Comput. 28 (4) (2024)
Kunjie Yu, Dezheng Zhang, Jing Liang, Boyang Qu, Mengnan Liu, Ke Chen, Caitong Yue, Ling Wang
A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 28 (4) (2024)
Hongyu Lin, Jing J. Liang, Caitong Yue, Yaonan Wang
A Niching-Based Reproduction and Preselection-Based Multiobjective Differential Evolution for Multimodal Multiobjective Optimization. CEC (2024)
Kangjia Qiao, Jing J. Liang, Kunjie Yu, Xuanxuan Ban, Caitong Yue, Boyang Qu, Ponnuthurai Nagaratnam Suganthan
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems. IEEE CAA J. Autom. Sinica 11 (8) (2024)
Guoqing Li, Weiwei Zhang, Caitong Yue, Yirui Wang, Jun Tang, Shangce Gao
A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization. Inf. Sci. 677 (2024)
Guo-Zheng Li, Weiwei Zhang, Caitong Yue, Yirui Wang
Balancing exploration and exploitation in dynamic constrained multimodal multi-objective co-evolutionary algorithm. Swarm Evol. Comput. 89 (2024)
Kangjia Qiao, Zhaolin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ke Chen, Jing Liang
A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems. Expert Syst. Appl. 238 (Part A) (2024)
Kangjia Qiao, Jing Liang, Kunjie Yu, Weifeng Guo, Caitong Yue, Boyang Qu, Ponnuthurai N. Suganthan
Benchmark problems for large-scale constrained multi-objective optimization with baseline results. Swarm Evol. Comput. 86 (2024)
Yaxin Li, Jing Liang, Caitong Yue, Kunjie Yu, Xuanxuan Ban, Peng Chen
Collaborative resource allocation-based differential evolution for solving numerical optimization problems. Inf. Sci. 660 (2024)
Mingyuan Yu, Zhou Wu, Jing Liang, Caitong Yue
Surrogate-assisted PSO with archive-based neighborhood search for medium-dimensional expensive multi-objective problems. Inf. Sci. 666 (2024)
Jing Liang, Yuyang Zhang, Ke Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ponnuthurai Nagaratnam Suganthan
An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification. Sci. China Inf. Sci. 67 (2) (2024)
Kangjia Qiao, Jing Liang, Kunjie Yu, Caitong Yue, Hongyu Lin, Dezheng Zhang, Boyang Qu
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm. IEEE Trans. Evol. Comput. 28 (4) (2024)
Kangjia Qiao, Jing Liang, Kunjie Yu, Minghui Wang, Boyang Qu, Caitong Yue, Yinan Guo
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Jing J. Liang, Ke Li, Kunjie Yu, Caitong Yue, Yaxin Li, Hui Song
A Novel Differential Evolution Algorithm Based on Local Fitness Landscape Information for Optimization Problems. IEICE Trans. Inf. Syst. 106 (5) (2023)
Guoqing Li, Wanliang Wang, Caitong Yue, Weiwei Zhang, Yirui Wang
Two-stage adaptive differential evolution with dynamic dual-populations for multimodal multi-objective optimization with local Pareto solutions. Inf. Sci. 644 (2023)
Jing Liang, Hao Guo, Ke Chen, Kunjie Yu, Caitong Yue, Xia Li
An improved Kalman particle swarm optimization for modeling and optimizing of boiler combustion characteristics. Robotica 41 (4) (2023)
Jing Liang, Hongyu Lin, Caitong Yue, Kunjie Yu, Ying Guo, Kangjia Qiao
Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (4) (2023)
Jing J. Liang, Kangjia Qiao, Kunjie Yu, Boyang Qu, Caitong Yue, Weifeng Guo, Ling Wang
Utilizing the Relationship Between Unconstrained and Constrained Pareto Fronts for Constrained Multiobjective Optimization. IEEE Trans. Cybern. 53 (6) (2023)
Guoqing Li, Mengyan Sun, Yirui Wang, Wanliang Wang, Weiwei Zhang, Caitong Yue, Guodao Zhang
A ring-hierarchy-based evolutionary algorithm for multimodal multi-objective optimization. Swarm Evol. Comput. 81 (2023)
Jing J. Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, Ke Chen, Kay Chen Tan
A Survey on Evolutionary Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (2) (2023)
Yaxin Li, Jing Liang, Caitong Yue, Kunjie Yu, Hao Guo
An incremental random walk algorithm for sampling continuous fitness landscapes. Neurocomputing 553 (2023)
Kunjie Yu, Dezheng Zhang, Jing Liang, Ke Chen, Caitong Yue, Kangjia Qiao, Ling Wang
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (5) (2023)
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Caitong Yue, Xuanxuan Ban
Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27 (4) (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)
Shuyan Zhang, Tailong Yang, Jing J. Liang, Caitong Yue
A Novel Adaptive Bandit-Based Selection Hyper-Heuristic for Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Kangjia Qiao, Jing Liang, Zhongyao Liu, Kunjie Yu, Caitong Yue, Boyang Qu
Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 10 (10) (2023)
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue, Hongyu Lin, Kay Chen Tan
Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (3) (2023)
Kunjie Yu, Shaoru Sun, Jing Liang, Ke Chen, Boyang Qu, Caitong Yue, Ling Wang
A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification. Inf. Sci. 648 (2023)
Li Yan, Chuang Zhang, Boyang Qu, Kunjie Yu, Caitong Yue
Brushless direct current motor design using a self-adaptive JAYA optimisation algorithm. Int. J. Bio Inspired Comput. 20 (3) (2022)
Jing Liang, Yingjie Zhang, Caitong Yue, Kunjie Yu, Weifeng Guo, Ke Chen, Hongyu Lin, Boyang Qu
Application of an Improved Multimodal Multiobjective Algorithm in Feature Selection. ICARM (2022)
Guang Li, Jie Wang, Jing J. Liang, Caitong Yue, Tai-Shan Lou
Parameter optimisation of sliding window algorithm based on ensemble multi-objective evolutionary computation. Int. J. Bio Inspired Comput. 19 (4) (2022)
Yi Hu, Jie Wang, Jing Liang, Yanli Wang, Usman Ashraf, Caitong Yue, Kunjie Yu
A two-archive model based evolutionary algorithm for multimodal multi-objective optimization problems. Appl. Soft Comput. 119 (2022)
Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu
A Multimodal Multiobjective Genetic Algorithm for Feature Selection. CEC (2022)
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue
An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 26 (2) (2022)
Jing Liang, Boyang Qu, Baolei Li, Kunjie Yu, Caitong Yue
Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program. Sci. China Inf. Sci. 65 (7) (2022)
Yaxin Li, Kunjie Yu, Jing J. Liang, Caitong Yue, Kangjia Qiao
A landscape-aware particle swarm optimization for parameter identification of photovoltaic models. Appl. Soft Comput. 131 (2022)
Kunjie Yu, Jing Liang, Boyang Qu, Yong Luo, Caitong Yue
Dynamic Selection Preference-Assisted Constrained Multiobjective Differential Evolution. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Boyang Qu, Guosen Li, Li Yan, Jing Liang, Caitong Yue, Kunjie Yu, Oscar D. Crisalle
A grid-guided particle swarm optimizer for multimodal multi-objective problems. Appl. Soft Comput. 117 (2022)
Yaxin Li, Jing J. Liang, Kunjie Yu, Ke Chen, Yinan Guo, Caitong Yue, Leiyu Zhang
Adaptive local landscape feature vector for problem classification and algorithm selection. Appl. Soft Comput. 131 (2022)
Kangjia Qiao, Jing Liang, Boyang Qu, Kunjie Yu, Caitong Yue, Hui Song
Differential Evolution with Level-Based Learning Mechanism. Complex Syst. Model. Simul. 2 (1) (2022)
Kangjia Qiao, Jing Liang, Kunjie Yu, Minghua Yuan, Boyang Qu, Caitong Yue
Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization. Knowl. Based Syst. 235 (2022)
Jing Liang, Guanlin Chen, Boyang Qu, Caitong Yue, Kunjie Yu, Kangjia Qiao
Niche-based cooperative co-evolutionary ensemble neural network for classification. Appl. Soft Comput. 113 (Part) (2021)
Boyang Qu, Qian Zhou, Yongsheng Zhu, Jing Liang, Caitong Yue, Yuechao Jiao, Li Yan, Ponnuthurai Nagaratnam Suganthan
An improved brain storm optimisation algorithm for energy-efficient train operation problem. Int. J. Bio Inspired Comput. 17 (4) (2021)
Caitong Yue, Ponnuthurai N. Suganthan, Jing J. Liang, Boyang Qu, Kunjie Yu, Yongsheng Zhu, Li Yan
Differential evolution using improved crowding distance for multimodal multiobjective optimization. Swarm Evol. Comput. 62 (2021)
Jing Liang, Yunpeng Wei, Boyang Qu, Caitong Yue, Hui Song
Ensemble learning based on fitness Euclidean-distance ratio differential evolution for classification. Nat. Comput. 20 (1) (2021)
Jing Liang, Kangjia Qiao, Caitong Yue, Kunjie Yu, Boyang Qu, Ruohao Xu, Zhimeng Li, Yi Hu
A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems. Swarm Evol. Comput. 60 (2021)
Kunjie Yu, Jing Liang, Boyang Qu, Caitong Yue
Purpose-directed two-phase multiobjective differential evolution for constrained multiobjective optimization. Swarm Evol. Comput. 60 (2021)
Guang Li, Jing Liang, Caitong Yue
Research on the Fastest Detection Method for Weak Trends under Noise Interference. Entropy 23 (8) (2021)
Xiangyang Ren, Jie Wang, Tianlei Ma, Caitong Yue, Ke Bai
Adaptive Background Suppression Method Based on Intelligent Optimization for IR Small Target Detection Under Complex Cloud Backgrounds. IEEE Access 8 (2020)
Jing Liang, Guanlin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Kangjia Qiao, Hua Qian
Cooperative co-evolutionary comprehensive learning particle swarm optimizer for formulation design of explosive simulant. Memetic Comput. 12 (4) (2020)
Caitong Yue, Jing Liang, Boyang Qu, Yuhong Han, Yongsheng Zhu, Oscar D. Crisalle
A novel multiobjective optimization algorithm for sparse signal reconstruction. Signal Process. 167 (2020)
Caitong Yue, Jing J. Liang, Ponnuthurai N. Suganthan, Bo-Yang Qu, Kunjie Yu, S. Liu
MMOGA for Solving Multimodal Multiobjective Optimization Problems with Local Pareto Sets. CEC (2020)
Caitong Yue, Jing J. Liang, Bo-Yang Qu, Kunjie Yu, Hui Song
Multimodal Multiobjective Optimization in Feature Selection. CEC (2019)
Yanli Wang, Boyang Qu, Jane-Jing Liang, Yunpeng Wei, Caitong Yue, Yi Hu, Hui Song
Two-Stage Decomposition Method Based on Cooperation Coevolution for Feature Selection on High-Dimensional Classification. IEEE Access 7 (2019)
Jie Wang, Bo Wang, Jing Liang, Kunjie Yu, Caitong Yue, Xiangyang Ren
Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection. BIC-TA (1) (2019)
Jing Liang, Peng Wang, Li Guo, Boyang Qu, Caitong Yue, Kunjie Yu, Yachao Wang
Multi-objective flow shop scheduling with limited buffers using hybrid self-adaptive differential evolution. Memetic Comput. 11 (4) (2019)
Jing J. Liang, Haotian Yang, Jiajia Gao, Caitong Yue, Shilei Ge, Boyang Qu
MOPSO-Based CNN for Keyword Selection on Google Ads. IEEE Access 7 (2019)
Yi Hu, Jie Wang, Jing J. Liang, Kunjie Yu, Hui Song, Qianqian Guo, Caitong Yue, Yanli Wang
A self-organizing multimodal multi-objective pigeon-inspired optimization algorithm. Sci. China Inf. Sci. 62 (7) (2019)
Zhihui Li, Li Shi, Caitong Yue, Zhigang Shang, Boyang Qu
Differential evolution based on reinforcement learning with fitness ranking for solving multimodal multiobjective problems. Swarm Evol. Comput. 49 (2019)
Jie Wang, Chaohao Zhao, Jing Liang, Caitong Yue, Xiangyang Ren, Ke Bai
Chromosome Medial Axis Extraction Method Based on Graphic Geometry and Competitive Extreme Learning Machines Teams (CELMT) Classifier for Chromosome Classification. BIC-TA (2) (2019)
L. Yan, G. S. Li, Y. C. Jiao, Bo-Yang Qu, Caitong Yue, S. K. Qu
A Performance Enhanced Niching Multi-objective Bat algorithm for Multimodal Multi-objective Problems. CEC (2019)
Caitong Yue, Boyang Qu, Kunjie Yu, Jing J. Liang, Xiaodong Li
A novel scalable test problem suite for multimodal multiobjective optimization. Swarm Evol. Comput. 48 (2019)
Jing J. Liang, Panpan Wei, Boyang Qu, Kunjie Yu, Caitong Yue, Yi Hu, Shilei Ge
Ensemble Learning Based on Multimodal Multiobjective Optimization. BIC-TA (1) (2019)
Usman Ashraf, Jing Liang, Aleena Akhtar, Kunjie Yu, Yi Hu, Caitong Yue, Abdul Mannan Masood, Muhammad Kashif
Meta-heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem (TSP). BIC-TA (1) (2019)
Jing J. Liang, Weiwei Xu, Caitong Yue, Kunjie Yu, Hui Song, Oscar D. Crisalle, Boyang Qu
Multimodal multiobjective optimization with differential evolution. Swarm Evol. Comput. 44 (2019)
Guang Li, Jie Wang, Jing Liang, Caitong Yue
The Application of a Double CUSUM Algorithm in Industrial Data Stream Anomaly Detection. Symmetry 10 (7) (2018)
Caitong Yue, Boyang Qu, Jane-Jing Liang
A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems. IEEE Trans. Evol. Comput. 22 (5) (2018)
Jing Liang, X. P. Zhu, Caitong Yue, Zhihui Li, Bo-Yang Qu
Performance Analysis on Knee Point Selection Methods for Multi-Objective Sparse Optimization Problems. CEC (2018)
Jing Liang, Qianqian Guo, Caitong Yue, Boyang Qu, Kunjie Yu
A Self-organizing Multi-objective Particle Swarm Optimization Algorithm for Multimodal Multi-objective Problems. ICSI (1) (2018)
Mengmeng Li, Zhigang Shang, Xiaoyang Shen, Caitong Yue, Haofeng Wang, Yonghui Dong, Hong Wan
Sample Set Reduction Method Based on Neighborhood Non-Dominated Crowding-Distance Sorting. ISCID (2) (2018)
Jing J. Liang, P. Wang, Caitong Yue, Kunjie Yu, Z. H. Li, Bo-Yang Qu
Multi-objective Brainstorm Optimization Algorithm for Sparse Optimization. CEC (2018)
Guang Li, Jie Wang, Jing Liang, Caitong Yue
Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection. Symmetry 10 (4) (2018)
Mingyuan Yu, Jing Liang, Boyang Qu, Caitong Yue
Optimization of UWB Antenna Based on Particle Swarm Optimization Algorithm. ISICA (2) (2017)
Baolei Li, Jing Liang, Caitong Yue, Boyang Qu
Multivariant Optimization Algorithm with Bimodal-Gauss. SEAL (2017)
Mengmeng Li, Zhigang Shang, Caitong Yue
A Feature Subset Evaluation Method Based on Multi-objective Optimization. SEAL (2017)
Caitong Yue, Jing Liang, Boyang Qu, Hui Song, Guang Li, Yuhong Han
A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction. SEAL (2017)
Jing J. Liang, Caitong Yue, Bo-Yang Qu
Multimodal multi-objective optimization: A preliminary study. CEC (2016)