A Knee Point Based NSGA-II Multi-objective Evolutionary Algorithm. - Jing Liang 005; Zhimeng Li; Boyang Qu; Kunjie Yu; Kangjia Qiao; Shilei Ge (BIC-TA (1), 2019)

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)

Dynamic feature selection algorithm based on Q-learning mechanism. - Ruohao Xu; Mengmeng Li 001; Zhongliang Yang; Lifang Yang; Kangjia Qiao; Zhigang Shang (Appl. Intell., 2021)

Differential evolution with rankings-based fitness function for constrained optimization problems. - Jing Liang 005; Xuanxuan Ban; Kunjie Yu; Boyang Qu; Kangjia Qiao (Appl. Soft Comput., 2021)

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)

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)

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)

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)

Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism. - Jing Liang 005; Xuanxuan Ban; Kunjie Yu; Kangjia Qiao; Boyang Qu (Knowl. Based Syst., 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)

Multi-objective optimization based network control principles for identifying personalized drug targets with cancer. - Jing Liang 005; Zhuo Hu; Zong-Wei Li; Kangjia Qiao; Weifeng Guo (CoRR, 2023)

Corrigendum to "Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism" [Knowl.-Based Syst. (2022) 109105]. - Jing Liang 005; Xuanxuan Ban; Kunjie Yu; Kangjia Qiao; Boyang Qu (Knowl. Based Syst., 2023)

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)

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)

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 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)

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)

Interactive niching-based two-stage evolutionary algorithm for constrained multiobjective optimization. - Jing J. Liang; Leiyu Zhang; Kunjie Yu; Boyang Qu; Fuxing Shang; Kangjia Qiao (Swarm Evol. Comput., 2023)

A Two-Stage Evolutionary Framework for Multi-Objective Optimization. - Peng Chen 008; Jing J. Liang; Kangjia Qiao; Ponnuthurai Nagaratnam Suganthan; Xuanxuan Ban (CEC, 2024)

Knowledge-embedded constrained multiobjective evolutionary algorithm based on structural network control principles for personalized drug targets recognition in cancer. - Kangjia Qiao; Jing Liang 005; Weifeng Guo; Zhuo Hu; Kunjie Yu; Ponnuthurai N. Suganthan (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)

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)

Constraint subsets-based evolutionary multitasking for constrained multiobjective optimization. - Kunjie Yu; Lingjun Wang; Jing Liang 005; Heshan Wang; Kangjia Qiao; Tianye Liang (Swarm Evol. Comput., 2024)

A dual-population-based evolutionary algorithm for multi-objective optimization problems with irregular Pareto fronts. - Xiaoyu Zhong 001; Xiangjuan Yao; Dunwei Gong; Kangjia Qiao; Xingjia Gan; Zhangxiao Li (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)

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)

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)

Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer. - Jane-Jing Liang; Zhuo Hu; Zong-Wei Li; Kangjia Qiao; Weifeng Guo (IEEE Trans. Evol. Comput., 2024)

A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages. - Xiaoyu Zhong 001; Xiangjuan Yao; Kangjia Qiao; Dunwei Gong (IEEE Trans. Emerg. Top. Comput. Intell., 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 cooperation and competition-based tri-population evolutionary algorithm for constrained multi-objective optimization. - Kunjie Yu; Lianhe Duan; Jing Liang 005; Kangjia Qiao; Boyang Qu; Quan Sui; Xiangyang Ren (Appl. Soft Comput., 2025)

A temporal-segmentation-and-fusion-based large-scale constrained multi-objective evolutionary algorithm for coal mine integrated energy systems dispatch. - Xuanxuan Ban; Jing Liang 005; Dunwei Gong; Yong Zhang 016; Yaonan Wang 001; Canyun Dai; Kangjia Qiao; Kunjie Yu (Swarm Evol. Comput., 2025)

A single-objective Sequential Search Assistance-based Multi-Objective Algorithm Framework. - Peng Chen 008; Jing J. Liang; Kangjia Qiao; Xuanxuan Ban; Ponnuthurai N. Suganthan; Hongyu Lin; Jilong Zhang (Swarm Evol. Comput., 2025)

An individual adaptive evolution and regional collaboration based evolutionary algorithm for large-scale constrained multiobjective optimization problems. - Kunjie Yu; Zhenyu Yang 008; Jing Liang 005; Kangjia Qiao; Boyang Qu; Ponnuthurai Nagaratnam Suganthan (Swarm Evol. Comput., 2025)

A constrained multi-objective evolutionary algorithm based on online problem identification and separate handling. - Xinyu Zhou; Long Fan; Kunjie Yu; Kangjia Qiao (Swarm Evol. Comput., 2025)

A Local Knowledge Transfer-Based Evolutionary Algorithm for Constrained Multitask Optimization. - Xuanxuan Ban; Jing Liang 005; Kunjie Yu; Yaonan Wang 001; Kangjia Qiao; Jinzhu Peng; Dunwei Gong; Canyun Dai (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A Subspace Search-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization and Application. - Xuanxuan Ban; Jing J. Liang; Kunjie Yu; Kangjia Qiao; Ponnuthurai Nagaratnam Suganthan; Yaonan Wang 001 (IEEE Trans. Cybern., 2025)

A Reinforced Neighborhood Search Method Combined With Genetic Algorithm for Multi-Objective Multi-Robot Transportation System. - Peng Chen 008; Jing J. Liang; Kangjia Qiao; Hui Song; Ponnuthurai Nagaratnam Suganthan; Lou-Lei Dai; Xuanxuan Ban (IEEE Trans. Intell. Transp. Syst., 2025)

A multi-population evolutionary algorithm based on constraint grouping for constrained multiobjective optimization problems. - Dezheng Zhang; Lingjun Wang; Kangjia Qiao; Kunjie Yu; Yumeng Li (Expert Syst. Appl., 2026)

A dynamic granularity-based multi-objective evolutionary algorithm for coal mine integrated energy system dispatch optimization. - Xiaoyu Zhong 001; Xiangjuan Yao; Kangjia Qiao; Dunwei Gong (Expert Syst. Appl., 2026)