Kangjia Qiao

56 papers B 1Journal 54Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Time-Division-Based Constrained Multiobjective Optimization Method for Coal Mine Integrated Energy System Dispatch Problem.
IEEE Trans. Cybern.
Kangjia Qiao, Jing Liang, Dunwei Gong, Yong Zhang, Canyun Dai, Jun Ma, Xuanxuan Ban, Kunjie Yu
2026 J jnl
A dynamic granularity-based multi-objective evolutionary algorithm for coal mine integrated energy system dispatch optimization.
Expert Syst. Appl.
Xiaoyu Zhong, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong
2026 J jnl
A multi-population evolutionary algorithm based on constraint grouping for constrained multiobjective optimization problems.
Expert Syst. Appl.
Dezheng Zhang, Lingjun Wang, Kangjia Qiao, Kunjie Yu, Yumeng Li
2026 J jnl
An Indicator-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xiaoyu Zhong, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong, Yaochu Jin
2026 J jnl
Dynamic Constrained Multiobjective Evolutionary Algorithm With Multipopulation Prediction and Dynamic Fusion Ranking.
IEEE Trans. Evol. Comput.
Dezheng Zhang, Kai Zhang, Kunjie Yu, Jing Liang, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue
2026 J jnl
Large-Scale Constrained Multiobjective Optimization Based on Variable Adaptive Optimization and Population Reconstruction.
IEEE Trans. Emerg. Top. Comput. Intell.
Kunjie Yu, Zhenyu Yang, Jing Liang, Kangjia Qiao, Boyang Qu, Qiao Peng, Ponnuthurai Nagaratnam Suganthan
2026 J jnl
Multiobjective Task Allocation for Electric Harvesting Robots: A Hierarchical Route Reconstruction Approach.
IEEE Trans. Cybern.
Peng Chen, Jing Liang, Hui Song, Kangjia Qiao, Cai-Tong Yue, Kun-Jie Yu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz
2025 J jnl
A Decision Variables Classification-Based Evolutionary Algorithm for Constrained Multi-Objective Optimization Problems.
IEEE CAA J. Autom. Sinica
Xuanxuan Ban, Jing J. Liang, Kangjia Qiao, Kunjie Yu, Yaonan Wang, Jinzhu Peng, Boyang Qu
2025 J jnl
A Local Knowledge Transfer-Based Evolutionary Algorithm for Constrained Multitask Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Xuanxuan Ban, Jing Liang, Kunjie Yu, Yaonan Wang, Kangjia Qiao, Jinzhu Peng, Dunwei Gong, Canyun Dai
2025 J jnl
A Reinforced Neighborhood Search Method Combined With Genetic Algorithm for Multi-Objective Multi-Robot Transportation System.
IEEE Trans. Intell. Transp. Syst.
Peng Chen, Jing J. Liang, Kangjia Qiao, Hui Song, Ponnuthurai Nagaratnam Suganthan, Lou-Lei Dai, Xuanxuan Ban
2025 J jnl
A Similar-Niching-Based Differential Evolution for Constrained Multimodal Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Hongyu Lin, Jing J. Liang, Caitong Yue, Ying Bi, Kangjia Qiao, Yaonan Wang, Ponnuthurai Nagaratnam Suganthan
2025 J jnl
A Subspace Search-Based Evolutionary Algorithm for Large-Scale Constrained Multiobjective Optimization and Application.
IEEE Trans. Cybern.
Xuanxuan Ban, Jing J. Liang, Kunjie Yu, Kangjia Qiao, Ponnuthurai Nagaratnam Suganthan, Yaonan Wang
2025 J jnl
A constrained multi-objective evolutionary algorithm based on online problem identification and separate handling.
Swarm Evol. Comput.
Xinyu Zhou, Long Fan, Kunjie Yu, Kangjia Qiao
2025 J jnl
A cooperation and competition-based tri-population evolutionary algorithm for constrained multi-objective optimization.
Appl. Soft Comput.
Kunjie Yu, Lianhe Duan, Jing Liang, Kangjia Qiao, Boyang Qu, Quan Sui, Xiangyang Ren
2025 J jnl
A segment anchoring-based balancing algorithm for agricultural multi-robot task allocation with energy constraints.
CoRR
Peng Chen, Jing Liang, Kangjia Qiao, Hui Song, Tian-lei Ma, Kunjie Yu, Cai-Tong Yue, Ponnuthurai Nagaratnam Suganthan, Witold Pedryc
2025 J jnl
A single-objective Sequential Search Assistance-based Multi-Objective Algorithm Framework.
Swarm Evol. Comput.
Peng Chen, Jing J. Liang, Kangjia Qiao, Xuanxuan Ban, Ponnuthurai N. Suganthan, Hongyu Lin, Jilong Zhang
2025 J jnl
A temporal-segmentation-and-fusion-based large-scale constrained multi-objective evolutionary algorithm for coal mine integrated energy systems dispatch.
Swarm Evol. Comput.
Xuanxuan Ban, Jing Liang, Dunwei Gong, Yong Zhang, Yaonan Wang, Canyun Dai, Kangjia Qiao, Kunjie Yu
2025 J jnl
An individual adaptive evolution and regional collaboration based evolutionary algorithm for large-scale constrained multiobjective optimization problems.
Swarm Evol. Comput.
Kunjie Yu, Zhenyu Yang, Jing Liang, Kangjia Qiao, Boyang Qu, Ponnuthurai Nagaratnam Suganthan
2025 J jnl
History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Dezheng Zhang, Kunjie Yu, Jing Liang, Kangjia Qiao, Boyang Qu, Ke Chen, Caitong Yue, Ling Wang
2025 J jnl
Multi-objective task allocation for electric harvesting robots: a hierarchical route reconstruction approach.
CoRR
Peng Chen, Jing J. Liang, Hui Song, Kangjia Qiao, Cai-Tong Yue, Kunjie Yu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz
2024 J jnl
A Cooperative Multistep Mutation Strategy for Multiobjective Optimization Problems With Deceptive Constraints.
IEEE Trans. Syst. Man Cybern. Syst.
Kangjia Qiao, Kunjie Yu, Caitong Yue, Boyang Qu, Mengnan Liu, Jing J. Liang
2024 J jnl
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiaoyu Zhong, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong
2024 B conf
A Two-Stage Evolutionary Framework for Multi-Objective Optimization.
CEC
Peng Chen, Jing J. Liang, Kangjia Qiao, Ponnuthurai Nagaratnam Suganthan, Xuanxuan Ban
2024 J jnl
A Two-stage Evolutionary Framework For Multi-objective Optimization.
CoRR
Peng Chen, Jing Liang, Kangjia Qiao, Ponnuthurai Nagaratnam Suganthan, Xuanxuan Ban
2024 J jnl
A dual-population evolutionary algorithm based on dynamic constraint processing and resources allocation for constrained multi-objective optimization problems.
Expert Syst. Appl.
Kangjia Qiao, Zhaolin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ke Chen, Jing J. Liang
2024 J jnl
A dual-population-based evolutionary algorithm for multi-objective optimization problems with irregular Pareto fronts.
Swarm Evol. Comput.
Xiaoyu Zhong, Xiangjuan Yao, Dunwei Gong, Kangjia Qiao, Xingjia Gan, Zhangxiao Li
2024 J jnl
An archive-assisted multi-modal multi-objective evolutionary algorithm.
Swarm Evol. Comput.
Peng Chen, Zhimeng Li, Kangjia Qiao, Ponnuthurai N. Suganthan, Xuanxuan Ban, Kunjie Yu, Caitong Yue, Jing Liang
2024 J jnl
Benchmark problems for large-scale constrained multi-objective optimization with baseline results.
Swarm Evol. Comput.
Kangjia Qiao, Jing Liang, Kunjie Yu, Weifeng Guo, Caitong Yue, Boyang Qu, Ponnuthurai N. Suganthan
2024 J jnl
Constraint subsets-based evolutionary multitasking for constrained multiobjective optimization.
Swarm Evol. Comput.
Kunjie Yu, Lingjun Wang, Jing Liang, Heshan Wang, Kangjia Qiao, Tianye Liang
2024 J jnl
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems.
IEEE CAA J. Autom. Sinica
Kangjia Qiao, Jing J. Liang, Kunjie Yu, Xuanxuan Ban, Caitong Yue, Boyang Qu, Ponnuthurai Nagaratnam Suganthan
2024 J jnl
Evolutionary Constrained Multiobjective Optimization: Scalable High-Dimensional Constraint Benchmarks and Algorithm.
IEEE Trans. Evol. Comput.
Kangjia Qiao, Jing Liang, Kunjie Yu, Caitong Yue, Hongyu Lin, Dezheng Zhang, Boyang Qu
2024 J jnl
Knowledge-embedded constrained multiobjective evolutionary algorithm based on structural network control principles for personalized drug targets recognition in cancer.
Inf. Sci.
Kangjia Qiao, Jing Liang, Weifeng Guo, Zhuo Hu, Kunjie Yu, Ponnuthurai N. Suganthan
2024 J jnl
Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer.
IEEE Trans. Evol. Comput.
Jane-Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Weifeng Guo
2023 J jnl
A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Kunjie Yu, Dezheng Zhang, Jing Liang, Ke Chen, Caitong Yue, Kangjia Qiao, Ling Wang
2023 J jnl
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Kangjia Qiao, Jing Liang, Kunjie Yu, Minghui Wang, Boyang Qu, Caitong Yue, Yinan Guo
2023 J jnl
A Survey on Evolutionary Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Jing J. Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, Ke Chen, Kay Chen Tan
2023 J jnl
A dual-population constrained multi-objective evolutionary algorithm with variable auxiliary population size.
Complex Intell. Syst.
Jing Liang, Zhaolin Chen, Yaonan Wang, Xuanxuan Ban, Kangjia Qiao, Kunjie Yu
2023 J jnl
Corrigendum to "Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism" [Knowl.-Based Syst. (2022) 109105].
Knowl. Based Syst.
Jing Liang, Xuanxuan Ban, Kunjie Yu, Kangjia Qiao, Boyang Qu
2023 J jnl
Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue, Hongyu Lin, Kay Chen Tan
2023 J jnl
Evolutionary Multitasking with Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Kangjia Qiao, Jing Liang, Zhongyao Liu, Kunjie Yu, Caitong Yue, Boyang Qu
2023 J jnl
Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Caitong Yue, Xuanxuan Ban
2023 J jnl
Interactive niching-based two-stage evolutionary algorithm for constrained multiobjective optimization.
Swarm Evol. Comput.
Jing J. Liang, Leiyu Zhang, Kunjie Yu, Boyang Qu, Fuxing Shang, Kangjia Qiao
2023 J jnl
Multi-objective optimization based network control principles for identifying personalized drug targets with cancer.
CoRR
Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Weifeng Guo
2023 J jnl
Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Jing Liang, Hongyu Lin, Caitong Yue, Kunjie Yu, Ying Guo, Kangjia Qiao
2023 J jnl
Utilizing the Relationship Between Unconstrained and Constrained Pareto Fronts for Constrained Multiobjective Optimization.
IEEE Trans. Cybern.
Jing J. Liang, Kangjia Qiao, Kunjie Yu, Boyang Qu, Caitong Yue, Weifeng Guo, Ling Wang
2022 J jnl
A landscape-aware particle swarm optimization for parameter identification of photovoltaic models.
Appl. Soft Comput.
Yaxin Li, Kunjie Yu, Jing J. Liang, Caitong Yue, Kangjia Qiao
2022 J jnl
An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput.
Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue
2022 J jnl
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism.
Knowl. Based Syst.
Jing Liang, Xuanxuan Ban, Kunjie Yu, Kangjia Qiao, Boyang Qu
2022 J jnl
Differential Evolution with Level-Based Learning Mechanism.
Complex Syst. Model. Simul.
Kangjia Qiao, Jing Liang, Boyang Qu, Kunjie Yu, Caitong Yue, Hui Song
2022 J jnl
Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization.
Knowl. Based Syst.
Kangjia Qiao, Jing Liang, Kunjie Yu, Minghua Yuan, Boyang Qu, Caitong Yue
2021 J jnl
A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems.
Swarm Evol. Comput.
Jing Liang, Kangjia Qiao, Caitong Yue, Kunjie Yu, Boyang Qu, Ruohao Xu, Zhimeng Li, Yi Hu
2021 J jnl
Differential evolution with rankings-based fitness function for constrained optimization problems.
Appl. Soft Comput.
Jing Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao
2021 J jnl
Dynamic feature selection algorithm based on Q-learning mechanism.
Appl. Intell.
Ruohao Xu, Mengmeng Li, Zhongliang Yang, Lifang Yang, Kangjia Qiao, Zhigang Shang
2021 J jnl
Niche-based cooperative co-evolutionary ensemble neural network for classification.
Appl. Soft Comput.
Jing Liang, Guanlin Chen, Boyang Qu, Caitong Yue, Kunjie Yu, Kangjia Qiao
2020 J jnl
Cooperative co-evolutionary comprehensive learning particle swarm optimizer for formulation design of explosive simulant.
Memetic Comput.
Jing Liang, Guanlin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Kangjia Qiao, Hua Qian
2019 — conf
A Knee Point Based NSGA-II Multi-objective Evolutionary Algorithm.
BIC-TA (1)
Jing Liang, Zhimeng Li, Boyang Qu, Kunjie Yu, Kangjia Qiao, Shilei Ge