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2020 – today
- 2024
[j65]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)- [j64]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) - [j63]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): 1458-1475 (2024) - [j62]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): 1819-1835 (2024) - [j61]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: 120104 (2024) - [j60]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: 120405 (2024) - [j59]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: 120879 (2024) - [j58]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: 101504 (2024) - [j57]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: 101652 (2024) - [j56]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: 101682 (2024) - [j55]Guoqing Li, Weiwei Zhang, Caitong Yue, Gary G. Yen:
Clustering-based evolutionary algorithm for constrained multimodal multi-objective optimization. Swarm Evol. Comput. 91: 101714 (2024) - [j54]Peng Chen, Zhimeng Li, Kangjia Qiao, Ponnuthurai N. Suganthan, Xuanxuan Ban, Kunjie Yu, Caitong Yue, Jing Liang:
An archive-assisted multi-modal multi-objective evolutionary algorithm. Swarm Evol. Comput. 91: 101738 (2024) - [j53]Guoqing Li, Weiwei Zhang, Caitong Yue, Yirui Wang, Yu Xin, Kui Gao:
A dynamic-ranking-assisted co-evolutionary algorithm for constrained multimodal multi-objective optimization. Swarm Evol. Comput. 91: 101744 (2024) - [j52]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): 965-979 (2024) - [j51]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): 1024-1038 (2024) - [j50]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): 1127-1140 (2024) - [j49]Kangjia Qiao, Kunjie Yu, Caitong Yue, Boyang Qu, Mengnan Liu, Jing J. Liang:
A Cooperative Multistep Mutation Strategy for Multiobjective Optimization Problems With Deceptive Constraints. IEEE Trans. Syst. Man Cybern. Syst. 54(11): 6670-6682 (2024) - [c20]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: 1-8 - [c19]Caitong Yue, Liming Liu, Jing Liang, Gongping Li, Bi Ying, Mingyuan Yu:
Multimodal Multi-Objective Flexible Job Shop Scheduling: A Preliminary Study. CEC 2024: 1-8 - 2023
- [j48]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) - [j47]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): 601-616 (2023) - [j46]Yaxin Li, Jing Liang, Caitong Yue, Kunjie Yu, Hao Guo:
An incremental random walk algorithm for sampling continuous fitness landscapes. Neurocomputing 553: 126549 (2023) - [j45]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: 119271 (2023) - [j44]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: 119619 (2023) - [j43]Jing J. 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): 1087-1097 (2023) - [j42]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: 101352 (2023) - [j41]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) - [j40]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) - [j39]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) - [j38]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) - [j37]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) - [j36]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) - [j35]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): 1780-1793 (2023) - [j34]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) - [j33]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): 7693-7706 (2023) - 2022
- [j32]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: 108381 (2022) - [j31]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: 108606 (2022) - [j30]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: 109751 (2022) - [j29]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) - [j28]Jing J. Liang, Zong-Wei Li, Cai-Tong Yue, Zhuo Hu, Han Cheng, Zexian Liu, Weifeng Guo:
Multi-modal optimization to identify personalized biomarkers for disease prediction of individual patients with cancer. Briefings Bioinform. 23(5) (2022) - [j27]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): 1-3 (2022) - [j26]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): 35-58 (2022) - [j25]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): 228-237 (2022) - [j24]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): 139-149 (2022) - [j23]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) - [j22]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) - [j21]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): 2954-2965 (2022) - [c18]Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu:
A Multimodal Multiobjective Genetic Algorithm for Feature Selection. CEC 2022: 1-8 - [c17]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: 367-372 - 2021
- [j20]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) - [j19]Guang Li, Jing Liang, Caitong Yue:
Research on the Fastest Detection Method for Weak Trends under Noise Interference. Entropy 23(8): 1093 (2021) - [j18]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): 236-245 (2021) - [j17]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): 77-87 (2021) - [j16]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) - [j15]Kunjie Yu, Jing Liang, Boyang Qu, Caitong Yue:
Purpose-directed two-phase multiobjective differential evolution for constrained multiobjective optimization. Swarm Evol. Comput. 60: 100799 (2021) - [j14]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: 100849 (2021) - 2020
- [j13]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: 36930-36947 (2020) - [j12]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) - [j11]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) - [c16]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: 1-8
2010 – 2019
- 2019
- [j10]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: 125387-125400 (2019) - [j9]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: 163191-163201 (2019) - [j8]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): 70206:1-70206:17 (2019) - [j7]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): 407-422 (2019) - [j6]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: 1028-1059 (2019) - [j5]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: 62-71 (2019) - [j4]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: 234-244 (2019) - [c15]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: 299-313 - [c14]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: 439-453 - [c13]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: 550-564 - [c12]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: 622-633 - [c11]Caitong Yue, Jing J. Liang, Bo-Yang Qu, Kunjie Yu, Hui Song:
Multimodal Multiobjective Optimization in Feature Selection. CEC 2019: 302-309 - [c10]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: 1275-1282 - 2018
- [j3]Guang Li, Jie Wang, Jing Liang, Caitong Yue:
Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection. Symmetry 10(4): 113 (2018) - [j2]Guang Li, Jie Wang, Jing Liang, Caitong Yue:
The Application of a Double CUSUM Algorithm in Industrial Data Stream Anomaly Detection. Symmetry 10(7): 264 (2018) - [j1]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): 805-817 (2018) - [c9]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: 1-8 - [c8]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: 1-8 - [c7]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: 85-89 - [c6]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: 550-560 - 2017
- [c5]Mingyuan Yu, Jing Liang, Boyang Qu, Caitong Yue:
Optimization of UWB Antenna Based on Particle Swarm Optimization Algorithm. ISICA (2) 2017: 86-97 - [c4]Mengmeng Li, Zhigang Shang, Caitong Yue:
A Feature Subset Evaluation Method Based on Multi-objective Optimization. SEAL 2017: 581-590 - [c3]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: 911-919 - [c2]Baolei Li, Jing Liang, Caitong Yue, Boyang Qu:
Multivariant Optimization Algorithm with Bimodal-Gauss. SEAL 2017: 920-928 - 2016
- [c1]Jing J. Liang, Caitong Yue, Bo-Yang Qu:
Multimodal multi-objective optimization: A preliminary study. CEC 2016: 2454-2461
Coauthor Index
[j65] [j64] [j63] [j62] [j61] [j60] [j58] [j56] [j54] [j52] [j51] [j50] [j49] [c20] [c19] [j48] [j47] [j46] [j44] [j43] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j23] [j22] [j21] [c18] [c17] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j12] [j11] [c16] [j10] [j9] [j8] [j7] [j6] [j5] [c15] [c14] [c13] [c12] [c11] [j3] [j2] [j1] [c9] [c8] [c6] [c5] [c3] [c2] [c1]
Bo-Yang Qu
aka: Boyang Qu
aka: Boyang Qu
Ponnuthurai N. Suganthan
aka: Ponnuthurai Nagaratnam Suganthan
aka: Ponnuthurai Nagaratnam Suganthan
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