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Kangjia Qiao
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2020 – today
- 2024
- [j20]Kangjia Qiao, Zhaolin Chen, Boyang Qu, Kunjie Yu, Caitong Yue, Ke Chen, Jing J. 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): 121707 (2024) - 2023
- [j19]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): 1951-1964 (2023) - [j18]Jing Liang, Xuanxuan Ban, Kunjie Yu, Kangjia Qiao, Boyang Qu:
Corrigendum to "Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism" [Knowl.-Based Syst. (2022) 109105]. Knowl. Based Syst. 259: 110076 (2023) - [j17]Jing J. Liang, Leiyu Zhang, Kunjie Yu, Boyang Qu, Fuxing Shang, Kangjia Qiao:
Interactive niching-based two-stage evolutionary algorithm for constrained multiobjective optimization. Swarm Evol. Comput. 83: 101402 (2023) - [j16]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): 3873-3886 (2023) - [j15]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): 201-221 (2023) - [j14]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): 642-656 (2023) - [j13]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): 949-963 (2023) - [j12]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): 1115-1129 (2023) - [j11]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): 1398-1412 (2023) - [j10]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): 1098-1112 (2023) - [i1]Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Weifeng Guo:
Multi-objective optimization based network control principles for identifying personalized drug targets with cancer. CoRR abs/2306.13349 (2023) - 2022
- [j9]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: 109793 (2022) - [j8]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: 107653 (2022) - [j7]Jing Liang, Xuanxuan Ban, Kunjie Yu, Kangjia Qiao, Boyang Qu:
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism. Knowl. Based Syst. 250: 109105 (2022) - [j6]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): 263-277 (2022) - 2021
- [j5]Ruohao Xu, Mengmeng Li, Zhongliang Yang, Lifang Yang, Kangjia Qiao, Zhigang Shang:
Dynamic feature selection algorithm based on Q-learning mechanism. Appl. Intell. 51(10): 7233-7244 (2021) - [j4]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): 107951 (2021) - [j3]Jing Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao:
Differential evolution with rankings-based fitness function for constrained optimization problems. Appl. Soft Comput. 113(Part): 108016 (2021) - [j2]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: 100788 (2021) - 2020
- [j1]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): 331-341 (2020)
2010 – 2019
- 2019
- [c1]Jing Liang, Zhimeng Li, Boyang Qu, Kunjie Yu, Kangjia Qiao, Shilei Ge:
A Knee Point Based NSGA-II Multi-objective Evolutionary Algorithm. BIC-TA (1) 2019: 454-467
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