Stebėti
Songbai Liu
Pavadinimas
Cituota
Cituota
Metai
Particle swarm optimization with a balanceable fitness estimation for many-objective optimization problems
Q Lin, S Liu, Q Zhu, C Tang, R Song, J Chen, CAC Coello, KC Wong, ...
IEEE Transactions on Evolutionary Computation 22 (1), 32-46, 2016
3022016
A clustering-based evolutionary algorithm for many-objective optimization problems
Q Lin, S Liu, KC Wong, M Gong, CAC Coello, J Chen, J Zhang
IEEE Transactions on Evolutionary Computation 23 (3), 391-405, 2018
1182018
A survey on learnable evolutionary algorithms for scalable multiobjective optimization
S Liu, Q Lin, J Li, KC Tan
IEEE Transactions on Evolutionary Computation 27 (6), 1941-1961, 2023
772023
Learning to accelerate evolutionary search for large-scale multiobjective optimization
S Liu, J Li, Q Lin, Y Tian, KC Tan
IEEE Transactions on Evolutionary Computation 27 (1), 67-81, 2022
742022
A self-guided reference vector strategy for many-objective optimization
S Liu, Q Lin, KC Wong, CAC Coello, J Li, Z Ming, J Zhang
IEEE Transactions on Cybernetics 52 (2), 1164-1178, 2020
592020
A variable importance-based differential evolution for large-scale multiobjective optimization
S Liu, Q Lin, Y Tian, KC Tan
IEEE Transactions on Cybernetics 52 (12), 13048-13062, 2021
542021
Evolutionary multitasking for large-scale multiobjective optimization
S Liu, Q Lin, L Feng, KC Wong, KC Tan
IEEE Transactions on Evolutionary Computation 27 (4), 863-877, 2022
512022
A comprehensive competitive swarm optimizer for large-scale multiobjective optimization
S Liu, Q Lin, Q Li, KC Tan
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (9), 5829-5842, 2021
512021
Evolutionary large-scale multiobjective optimization: Benchmarks and algorithms
S Liu, Q Lin, KC Wong, Q Li, KC Tan
IEEE Transactions on Evolutionary Computation 27 (3), 401-415, 2021
512021
A fuzzy decomposition-based multi/many-objective evolutionary algorithm
S Liu, Q Lin, KC Tan, M Gong, CAC Coello
IEEE transactions on cybernetics 52 (5), 3495-3509, 2020
482020
An adaptive clustering-based evolutionary algorithm for many-objective optimization problems
S Liu, Q Yu, Q Lin, KC Tan
Information Sciences 537, 261-283, 2020
422020
A novel multi-objective immune algorithm with a decomposition-based clonal selection
L Li, Q Lin, S Liu, D Gong, CAC Coello, Z Ming
Applied Soft Computing 81, 105490, 2019
422019
A novel multi-objective evolutionary algorithm with dynamic decomposition strategy
S Liu, Q Lin, KC Wong, L Ma, CAC Coello, D Gong
Swarm and Evolutionary Computation 48, 182-200, 2019
332019
Evolutionary multi and many-objective optimization via clustering for environmental selection
S Liu, J Zheng, Q Lin, KC Tan
Information Sciences 578, 930-949, 2021
302021
Neural net-enhanced competitive swarm optimizer for large-scale multiobjective optimization
L Li, Y Li, Q Lin, S Liu, J Zhou, Z Ming, CAC Coello
IEEE Transactions on Cybernetics 54 (6), 3502-3515, 2023
232023
An adaptive two-stage evolutionary algorithm for large-scale continuous multi-objective optimization
Q Lin, J Li, S Liu, L Ma, J Li, J Chen
Swarm and Evolutionary Computation 77, 101235, 2023
162023
Learning-aided evolutionary search and selection for scaling-up constrained multiobjective optimization
S Liu, Z Wang, Q Lin, J Li, KC Tan
IEEE Transactions on Evolutionary Computation, 2024
122024
Toward evolutionary multitask convolutional neural architecture search
X Zhou, Z Wang, L Feng, S Liu, KC Wong, KC Tan
IEEE Transactions on Evolutionary Computation 28 (3), 682-695, 2023
112023
Large language model-aided evolutionary search for constrained multiobjective optimization
Z Wang, S Liu, J Chen, KC Tan
International Conference on Intelligent Computing, 218-230, 2024
102024
Evolutionary large-scale multiobjective optimization via self-guided problem transformation
S Liu, M Jiang, Q Lin, KC Tan
2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022
102022
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