Multimodal multi-objective optimization: A preliminary study. - Jing J. Liang; Caitong Yue; Bo-Yang Qu (CEC, 2016)

Optimization of UWB Antenna Based on Particle Swarm Optimization Algorithm. - Mingyuan Yu; Jing Liang 005; Boyang Qu; Caitong Yue (ISICA (2), 2017)

Multivariant Optimization Algorithm with Bimodal-Gauss. - Baolei Li; Jing Liang 005; Caitong Yue; Boyang Qu (SEAL, 2017)

A Feature Subset Evaluation Method Based on Multi-objective Optimization. - Mengmeng Li 001; Zhigang Shang; Caitong Yue (SEAL, 2017)

A Knee Point Driven Particle Swarm Optimization Algorithm for Sparse Reconstruction. - Caitong Yue; Jing Liang 005; Boyang Qu; Hui Song; Guang Li 012; Yuhong Han (SEAL, 2017)

Multi-objective Brainstorm Optimization Algorithm for Sparse Optimization. - Jing J. Liang; P. Wang; Caitong Yue; Kunjie Yu; Z. H. Li; Bo-Yang Qu (CEC, 2018)

Performance Analysis on Knee Point Selection Methods for Multi-Objective Sparse Optimization Problems. - Jing Liang 005; X. P. Zhu; Caitong Yue; Zhihui Li; Bo-Yang Qu (CEC, 2018)

Sample Set Reduction Method Based on Neighborhood Non-Dominated Crowding-Distance Sorting. - Mengmeng Li 001; Zhigang Shang; Xiaoyang Shen; Caitong Yue; Haofeng Wang; Yonghui Dong; Hong Wan (ISCID (2), 2018)

A Self-organizing Multi-objective Particle Swarm Optimization Algorithm for Multimodal Multi-objective Problems. - Jing Liang 005; Qianqian Guo; Caitong Yue; Boyang Qu; Kunjie Yu (ICSI (1), 2018)

The Application of a Double CUSUM Algorithm in Industrial Data Stream Anomaly Detection. - Guang Li 012; Jie Wang 026; Jing Liang 005; Caitong Yue (Symmetry, 2018)

Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection. - Guang Li 012; Jie Wang 026; Jing Liang 005; Caitong Yue (Symmetry, 2018)

A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems. - Caitong Yue; Boyang Qu; Jane-Jing Liang (IEEE Trans. Evol. Comput., 2018)

Meta-heuristic Hybrid Algorithmic Approach for Solving Combinatorial Optimization Problem (TSP). - Usman Ashraf; Jing Liang 005; Aleena Akhtar; Kunjie Yu; Yi Hu; Caitong Yue; Abdul Mannan Masood; Muhammad Kashif (BIC-TA (1), 2019)

Ensemble Learning Based on Multimodal Multiobjective Optimization. - Jing J. Liang; Panpan Wei; Boyang Qu; Kunjie Yu; Caitong Yue; Yi Hu; Shilei Ge (BIC-TA (1), 2019)

Ensemble Learning via Multimodal Multiobjective Differential Evolution and Feature Selection. - Jie Wang 026; Bo Wang; Jing Liang 005; Kunjie Yu; Caitong Yue; Xiangyang Ren (BIC-TA (1), 2019)

Chromosome Medial Axis Extraction Method Based on Graphic Geometry and Competitive Extreme Learning Machines Teams (CELMT) Classifier for Chromosome Classification. - Jie Wang 026; Chaohao Zhao; Jing Liang 005; Caitong Yue; Xiangyang Ren; Ke Bai 003 (BIC-TA (2), 2019)

A Performance Enhanced Niching Multi-objective Bat algorithm for Multimodal Multi-objective Problems. - L. Yan; G. S. Li; Y. C. Jiao; Bo-Yang Qu; Caitong Yue; S. K. Qu (CEC, 2019)

Multimodal Multiobjective Optimization in Feature Selection. - Caitong Yue; Jing J. Liang; Bo-Yang Qu; Kunjie Yu; Hui Song (CEC, 2019)

MOPSO-Based CNN for Keyword Selection on Google Ads. - Jing J. Liang; Haotian Yang; Jiajia Gao; Caitong Yue; Shilei Ge; Boyang Qu (IEEE Access, 2019)

Two-Stage Decomposition Method Based on Cooperation Coevolution for Feature Selection on High-Dimensional Classification. - Yanli Wang; Boyang Qu; Jane-Jing Liang; Yunpeng Wei; Caitong Yue; Yi Hu; Hui Song (IEEE Access, 2019)

A self-organizing multimodal multi-objective pigeon-inspired optimization algorithm. - Yi Hu; Jie Wang 026; Jing J. Liang; Kunjie Yu; Hui Song; Qianqian Guo; Caitong Yue; Yanli Wang (Sci. China Inf. Sci., 2019)

Multi-objective flow shop scheduling with limited buffers using hybrid self-adaptive differential evolution. - Jing Liang 005; Peng Wang 102; Li Guo; Boyang Qu; Caitong Yue; Kunjie Yu; Yachao Wang (Memetic Comput., 2019)

Differential evolution based on reinforcement learning with fitness ranking for solving multimodal multiobjective problems. - Zhihui Li; Li Shi; Caitong Yue; Zhigang Shang; Boyang Qu (Swarm Evol. Comput., 2019)

Multimodal multiobjective optimization with differential evolution. - Jing J. Liang; Weiwei Xu; Caitong Yue; Kunjie Yu; Hui Song; Oscar D. Crisalle; Boyang Qu (Swarm Evol. Comput., 2019)

A novel scalable test problem suite for multimodal multiobjective optimization. - Caitong Yue; Boyang Qu; Kunjie Yu; Jing J. Liang; Xiaodong Li 001 (Swarm Evol. Comput., 2019)

MMOGA for Solving Multimodal Multiobjective Optimization Problems with Local Pareto Sets. - Caitong Yue; Jing J. Liang; Ponnuthurai N. Suganthan; Bo-Yang Qu; Kunjie Yu; S. Liu (CEC, 2020)

Adaptive Background Suppression Method Based on Intelligent Optimization for IR Small Target Detection Under Complex Cloud Backgrounds. - Xiangyang Ren; Jie Wang 026; Tianlei Ma; Caitong Yue; Ke Bai 003 (IEEE Access, 2020)

Cooperative co-evolutionary comprehensive learning particle swarm optimizer for formulation design of explosive simulant. - Jing Liang 005; Guanlin Chen; Boyang Qu; Kunjie Yu; Caitong Yue; Kangjia Qiao; Hua Qian (Memetic Comput., 2020)

A novel multiobjective optimization algorithm for sparse signal reconstruction. - Caitong Yue; Jing Liang 005; Boyang Qu; Yuhong Han; Yongsheng Zhu; Oscar D. Crisalle (Signal Process., 2020)

Niche-based cooperative co-evolutionary ensemble neural network for classification. - Jing Liang 005; Guanlin Chen; Boyang Qu; Caitong Yue; Kunjie Yu; Kangjia Qiao (Appl. Soft Comput., 2021)

Research on the Fastest Detection Method for Weak Trends under Noise Interference. - Guang Li 012; Jing Liang 005; Caitong Yue (Entropy, 2021)

An improved brain storm optimisation algorithm for energy-efficient train operation problem. - Boyang Qu; Qian Zhou; Yongsheng Zhu; Jing Liang 005; Caitong Yue; Yuechao Jiao; Li Yan 006; Ponnuthurai Nagaratnam Suganthan (Int. J. Bio Inspired Comput., 2021)

Ensemble learning based on fitness Euclidean-distance ratio differential evolution for classification. - Jing Liang 005; Yunpeng Wei; Boyang Qu; Caitong Yue; Hui Song (Nat. Comput., 2021)

A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems. - Jing Liang 005; Kangjia Qiao; Caitong Yue; Kunjie Yu; Boyang Qu; Ruohao Xu; Zhimeng Li; Yi Hu (Swarm Evol. Comput., 2021)

Purpose-directed two-phase multiobjective differential evolution for constrained multiobjective optimization. - Kunjie Yu; Jing Liang 005; Boyang Qu; Caitong Yue (Swarm Evol. Comput., 2021)

Differential evolution using improved crowding distance for multimodal multiobjective optimization. - Caitong Yue; Ponnuthurai N. Suganthan; Jing J. Liang; Boyang Qu; Kunjie Yu; Yongsheng Zhu; Li Yan 006 (Swarm Evol. Comput., 2021)

A Multimodal Multiobjective Genetic Algorithm for Feature Selection. - Jing Liang 005; Junting Yang; Caitong Yue; Gongping Li; Kunjie Yu; Boyang Qu (CEC, 2022)

Application of an Improved Multimodal Multiobjective Algorithm in Feature Selection. - Jing Liang 005; Yingjie Zhang; Caitong Yue; Kunjie Yu; Weifeng Guo; Ke Chen; Hongyu Lin; Boyang Qu (ICARM, 2022)

A two-archive model based evolutionary algorithm for multimodal multi-objective optimization problems. - Yi Hu; Jie Wang 026; Jing Liang 005; Yanli Wang; Usman Ashraf; Caitong Yue; Kunjie Yu (Appl. Soft Comput., 2022)

Adaptive local landscape feature vector for problem classification and algorithm selection. - Yaxin Li; Jing J. Liang; Kunjie Yu; Ke Chen; Yinan Guo 001; Caitong Yue; Leiyu Zhang (Appl. Soft Comput., 2022)

A landscape-aware particle swarm optimization for parameter identification of photovoltaic models. - Yaxin Li; Kunjie Yu; Jing J. Liang; Caitong Yue; Kangjia Qiao (Appl. Soft Comput., 2022)

A grid-guided particle swarm optimizer for multimodal multi-objective problems. - Boyang Qu; Guosen Li; Li Yan 006; Jing Liang 005; Caitong Yue; Kunjie Yu; Oscar D. Crisalle (Appl. Soft Comput., 2022)

Multi-modal optimization to identify personalized biomarkers for disease prediction of individual patients with cancer. - Jing J. Liang; Zong-Wei Li; Cai-Tong Yue; Zhuo Hu; Han Cheng; Zexian Liu; Weifeng Guo (Briefings Bioinform., 2022)

Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program. - Jing Liang 005; Boyang Qu; Baolei Li; Kunjie Yu; Caitong Yue (Sci. China Inf. Sci., 2022)

Differential Evolution with Level-Based Learning Mechanism. - Kangjia Qiao; Jing Liang 005; Boyang Qu; Kunjie Yu; Caitong Yue; Hui Song (Complex Syst. Model. Simul., 2022)

Parameter optimisation of sliding window algorithm based on ensemble multi-objective evolutionary computation. - Guang Li 012; Jie Wang 026; Jing J. Liang; Caitong Yue; Tai-Shan Lou (Int. J. Bio Inspired Comput., 2022)

Brushless direct current motor design using a self-adaptive JAYA optimisation algorithm. - Li Yan 006; Chuang Zhang; Boyang Qu; Kunjie Yu; Caitong Yue (Int. J. Bio Inspired Comput., 2022)

Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization. - Kangjia Qiao; Jing Liang 005; Kunjie Yu; Minghua Yuan; Boyang Qu; Caitong Yue (Knowl. Based Syst., 2022)

An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems. - Kangjia Qiao; Kunjie Yu; Boyang Qu; Jing Liang 005; Hui Song; Caitong Yue (IEEE Trans. Evol. Comput., 2022)

Dynamic Selection Preference-Assisted Constrained Multiobjective Differential Evolution. - Kunjie Yu; Jing Liang 005; Boyang Qu; Yong Luo; Caitong Yue (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization. - Jing Liang 005; Hongyu Lin; Caitong Yue; Kunjie Yu; Ying Guo; Kangjia Qiao (IEEE Trans. Evol. Comput., 2023)

Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization. - Kangjia Qiao; Kunjie Yu; Boyang Qu; Jing Liang 005; Hui Song; Caitong Yue; Hongyu Lin; Kay Chen Tan (IEEE Trans. Evol. Comput., 2023)

Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms. - Kangjia Qiao; Kunjie Yu; Boyang Qu; Jing Liang 005; Caitong Yue; Xuanxuan Ban (IEEE Trans. Evol. Comput., 2023)

An improved Kalman particle swarm optimization for modeling and optimizing of boiler combustion characteristics. - Jing J. Liang; Hao Guo; Ke Chen; Kunjie Yu; Caitong Yue; Xia Li (Robotica, 2023)

A Survey on Evolutionary Constrained Multiobjective Optimization. - Jing J. Liang; Xuanxuan Ban; Kunjie Yu; Boyang Qu; Kangjia Qiao; Caitong Yue; Ke Chen; Kay Chen Tan (IEEE Trans. Evol. Comput., 2023)

A Novel Differential Evolution Algorithm Based on Local Fitness Landscape Information for Optimization Problems. - Jing J. Liang; Ke Li; Kunjie Yu; Caitong Yue; Yaxin Li; Hui Song (IEICE Trans. Inf. Syst., 2023)

Utilizing the Relationship Between Unconstrained and Constrained Pareto Fronts for Constrained Multiobjective Optimization. - Jing J. Liang; Kangjia Qiao; Kunjie Yu; Boyang Qu; Caitong Yue; Weifeng Guo; Ling Wang 001 (IEEE Trans. Cybern., 2023)

A ring-hierarchy-based evolutionary algorithm for multimodal multi-objective optimization. - Guoqing Li; Mengyan Sun; Yirui Wang 001; Wanliang Wang; Weiwei Zhang 003; Caitong Yue; Guodao Zhang (Swarm Evol. Comput., 2023)

A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm. - Kangjia Qiao; Jing Liang 005; Kunjie Yu; Minghui Wang; Boyang Qu; Caitong Yue; Yinan Guo 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization. - Kangjia Qiao; Jing Liang 005; Zhongyao Liu; Kunjie Yu; Caitong Yue; Boyang Qu (IEEE CAA J. Autom. Sinica, 2023)

An incremental random walk algorithm for sampling continuous fitness landscapes. - Yaxin Li; Jing Liang 005; Caitong Yue; Kunjie Yu; Hao Guo (Neurocomputing, 2023)

Two-stage adaptive differential evolution with dynamic dual-populations for multimodal multi-objective optimization with local Pareto solutions. - Guoqing Li; Wanliang Wang; Caitong Yue; Weiwei Zhang 003; Yirui Wang 001 (Inf. Sci., 2023)

A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization. - Kunjie Yu; Dezheng Zhang; Jing Liang 005; Ke Chen; Caitong Yue; Kangjia Qiao; Ling Wang 001 (IEEE Trans. Evol. Comput., 2023)

A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification. - Kunjie Yu; Shaoru Sun; Jing Liang 005; Ke Chen; Boyang Qu; Caitong Yue; Ling Wang 001 (Inf. Sci., 2023)

Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization. - Li Yan 006; Wenlong Qi; Jing Liang 005; Boyang Qu; Kunjie Yu; Caitong Yue; Xuzhao Chai (IEEE Trans. Evol. Comput., 2023)

A Novel Adaptive Bandit-Based Selection Hyper-Heuristic for Multiobjective Optimization. - Shuyan Zhang; Tailong Yang; Jing J. Liang; Caitong Yue (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A Niching-Based Reproduction and Preselection-Based Multiobjective Differential Evolution for Multimodal Multiobjective Optimization. - Hongyu Lin; Jing J. Liang; Caitong Yue; Yaonan Wang 001 (CEC, 2024)

Multimodal Multi-Objective Flexible Job Shop Scheduling: A Preliminary Study. - Caitong Yue; Liming Liu; Jing Liang 005; Gongping Li; Bi Ying; Mingyuan Yu (CEC, 2024)

An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification. - Jing Liang 005; Yuyang Zhang; Ke Chen; Boyang Qu; Kunjie Yu; Caitong Yue; Ponnuthurai Nagaratnam Suganthan (Sci. China Inf. Sci., 2024)

A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization. - Guoqing Li; Weiwei Zhang 003; Caitong Yue; Yirui Wang 001; Jun Tang 011; Shangce Gao (Inf. Sci., 2024)

Surrogate-assisted PSO with archive-based neighborhood search for medium-dimensional expensive multi-objective problems. - Mingyuan Yu; Zhou Wu 001; Jing Liang 005; Caitong Yue (Inf. Sci., 2024)

An archive-assisted multi-modal multi-objective evolutionary algorithm. - Peng Chen 008; Zhimeng Li; Kangjia Qiao; Ponnuthurai N. Suganthan; Xuanxuan Ban; Kunjie Yu; Caitong Yue; Jing Liang 005 (Swarm Evol. Comput., 2024)

Balancing exploration and exploitation in dynamic constrained multimodal multi-objective co-evolutionary algorithm. - Guo-Zheng Li 001; Weiwei Zhang 003; Caitong Yue; Yirui Wang 001 (Swarm Evol. Comput., 2024)

A dynamic-ranking-assisted co-evolutionary algorithm for constrained multimodal multi-objective optimization. - Guoqing Li; Weiwei Zhang 003; Caitong Yue; Yirui Wang 001; Yu Xin; Kui Gao (Swarm Evol. Comput., 2024)

Clustering-based evolutionary algorithm for constrained multimodal multi-objective optimization. - Guoqing Li; Weiwei Zhang 003; Caitong Yue; Gary G. Yen (Swarm Evol. Comput., 2024)

Multimodal multiobjective differential evolution algorithm based on enhanced decision space search. - Jing Liang 005; Xudong Sui; Caitong Yue; Mingyuan Yu; Guang Li 012; Mengmeng Li 001 (Swarm Evol. Comput., 2024)

Benchmark problems for large-scale constrained multi-objective optimization with baseline results. - Kangjia Qiao; Jing Liang 005; Kunjie Yu; Weifeng Guo; Caitong Yue; Boyang Qu; Ponnuthurai N. Suganthan (Swarm Evol. Comput., 2024)

A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems. - Kangjia Qiao; Zhaolin Chen; Boyang Qu; Kunjie Yu; Caitong Yue; Ke Chen; Jing J. Liang (Expert Syst. Appl., 2024)

Collaborative resource allocation-based differential evolution for solving numerical optimization problems. - Yaxin Li; Jing Liang 005; Caitong Yue; Kunjie Yu; Xuanxuan Ban; Peng Chen 008 (Inf. Sci., 2024)

Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization. - Jing Liang 005; Hongyu Lin; Caitong Yue; Ponnuthurai Nagaratnam Suganthan; Yaonan Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems. - Kangjia Qiao; Jing J. Liang; Kunjie Yu; Xuanxuan Ban; Caitong Yue; Boyang Qu; Ponnuthurai Nagaratnam Suganthan (IEEE CAA J. Autom. Sinica, 2024)

A Multiform Optimization Framework for Multiobjective Feature Selection in Classification. - Jing Liang 005; Yuyang Zhang; Boyang Qu; Ke Chen; Kunjie Yu; Caitong Yue (IEEE Trans. Evol. Comput., 2024)

Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm. - Kangjia Qiao; Jing Liang 005; Kunjie Yu; Caitong Yue; Hongyu Lin; Dezheng Zhang; Boyang Qu (IEEE Trans. Evol. Comput., 2024)

A Framework Based on Historical Evolution Learning for Dynamic Multiobjective Optimization. - Kunjie Yu; Dezheng Zhang; Jing Liang 005; Boyang Qu; Mengnan Liu; Ke Chen; Caitong Yue; Ling Wang 001 (IEEE Trans. Evol. Comput., 2024)

A Cooperative Multistep Mutation Strategy for Multiobjective Optimization Problems With Deceptive Constraints. - Kangjia Qiao; Kunjie Yu; Caitong Yue; Boyang Qu; Mengnan Liu; Jing J. Liang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Space Transformation-Based Multiform Approach for Multiobjective Feature Selection in High-Dimensional Classification. - Kunjie Yu; Shaoru Sun; Jing Liang 005; Ke Chen; Boyang Qu; Caitong Yue; Ponnuthurai Nagaratnam Suganthan (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Multimodal Multiobjective Optimization in the Charging Station Site Selection. - Caitong Yue; Lihong Cheng; Jing Liang 005; Kunjie Yu; Mengmeng Li 001 (CEC, 2025)

A multimodal multiobjective evolutionary algorithm based on neighborhood and enhanced special crowding distance. - Caitong Yue; Jiankang Song; Jing Liang 005; Mengnan Liu; Kunjie Yu; Hongyu Lin; Ying Bi (Knowl. Based Syst., 2025)

A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease. - Jing Liang 005; Zhuo Hu; Ying Bi; Han Cheng; Kunjie Yu; Cai-Tong Yue; Xianfang Wang; Weifeng Guo (IEEE Trans. Evol. Comput., 2025)

A Multiform Framework for Multiobjective Feature Selection in Unbalanced Classification: Combining Oversampling and Cost-Sensitive Learning. - Jing J. Liang; Yu-Yang Zhang; Boyang Qu; Ke Chen; Kunjie Yu; Caitong Yue (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Objective-Constraint Correlation-Guided Evolutionary Direction Adaptive Adjustment for Expensive Constrained Optimization. - Kunjie Yu; Fan Chen; Jing J. Liang; Mingyuan Yu; Ke Chen; Caitong Yue; Ying Bi (IEEE Trans. Syst. Man Cybern. Syst., 2025)