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Kangjia Qiao
Kangjia Qiao
Verified email at gs.zzu.edu.cn
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Year
A survey on evolutionary constrained multiobjective optimization
J Liang, X Ban, K Yu, B Qu, K Qiao, C Yue, K Chen, KC Tan
IEEE Transactions on Evolutionary Computation 27 (2), 201-221, 2022
1382022
Parameters estimation of solar photovoltaic models via a self-adaptive ensemble-based differential evolution
J Liang, K Qiao, K Yu, S Ge, B Qu, R Xu, K Li
Solar Energy 207, 336-346, 2020
1152020
Evolutionary multi-task optimization for parameters extraction of photovoltaic models
J Liang, K Qiao, M Yuan, K Yu, B Qu, S Ge, Y Li, G Chen
Energy Conversion and Management 207, 112509, 2020
982020
An evolutionary multitasking optimization framework for constrained multiobjective optimization problems
K Qiao, K Yu, B Qu, J Liang, H Song, C Yue
IEEE Transactions on Evolutionary Computation 26 (2), 263-277, 2022
922022
A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems
J Liang, K Qiao, C Yue, K Yu, B Qu, R Xu, Z Li, Y Hu
Swarm and Evolutionary Computation 60, 100788, 2021
852021
Utilizing the relationship between unconstrained and constrained pareto fronts for constrained multiobjective optimization
J Liang, K Qiao, K Yu, B Qu, C Yue, W Guo, L Wang
IEEE transactions on cybernetics, 2022
822022
Dynamic auxiliary task-based evolutionary multitasking for constrained multi-objective optimization
K Qiao, K Yu, B Qu, J Liang, H Song, C Yue, H Lin, KC Tan
IEEE Transactions on Evolutionary Computation, 2022
552022
Self-adaptive resources allocation-based differential evolution for constrained evolutionary optimization
K Qiao, J Liang, K Yu, M Yuan, B Qu, C Yue
Knowledge-Based Systems 235, 107653, 2022
502022
Short-term load forecasting using multimodal evolutionary algorithm and random vector functional link network based ensemble learning
Y Hu, B Qu, J Wang, J Liang, Y Wang, K Yu, Y Li, K Qiao
Applied Energy 285, 116415, 2021
392021
A correlation-guided layered prediction approach for evolutionary dynamic multiobjective optimization
K Yu, D Zhang, J Liang, K Chen, C Yue, K Qiao, L Wang
IEEE transactions on evolutionary computation, 2022
382022
Differential evolution with rankings-based fitness function for constrained optimization problems
J Liang, X Ban, K Yu, B Qu, K Qiao
Applied Soft Computing 113, 108016, 2021
282021
A self-adaptive evolutionary multi-task based constrained multi-objective evolutionary algorithm
K Qiao, J Liang, K Yu, M Wang, B Qu, C Yue, Y Guo
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023
272023
A landscape-aware particle swarm optimization for parameter identification of photovoltaic models
Y Li, K Yu, J Liang, C Yue, K Qiao
Applied Soft Computing 131, 109793, 2022
242022
Multiobjective differential evolution with speciation for constrained multimodal multiobjective optimization
J Liang, H Lin, C Yue, K Yu, Y Guo, K Qiao
IEEE Transactions on Evolutionary Computation, 2022
202022
Differential evolution with level-based learning mechanism
K Qiao, J Liang, B Qu, K Yu, C Yue, H Song
Complex System Modeling and Simulation 2 (1), 35-58, 2022
162022
Dynamic feature selection algorithm based on Q-learning mechanism
R Xu, M Li, Z Yang, L Yang, K Qiao, Z Shang
Applied Intelligence, 1-12, 2021
152021
Feature extraction for recommendation of constrained multi-objective evolutionary algorithms
K Qiao, K Yu, B Qu, J Liang, C Yue, X Ban
IEEE Transactions on Evolutionary Computation, 2022
132022
Evolutionary multitasking with global and local auxiliary tasks for constrained multi-objective optimization
K Qiao, J Liang, Z Liu, K Yu, C Yue, B Qu
IEEE/CAA Journal of Automatica Sinica 10 (10), 1951-1964, 2023
112023
Evolutionary constrained multiobjective optimization: Scalable high-dimensional constraint benchmarks and algorithm
K Qiao, J Liang, K Yu, C Yue, H Lin, D Zhang, B Qu
IEEE Transactions on Evolutionary Computation, 2023
102023
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism
J Liang, X Ban, K Yu, K Qiao, B Qu
Knowledge-Based Systems 250, 109105, 2022
92022
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