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Yuxiao Huang
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Explicit evolutionary multitasking for combinatorial optimization: A case study on capacitated vehicle routing problem
L Feng, Y Huang, L Zhou, J Zhong, A Gupta, K Tang, KC Tan
IEEE transactions on cybernetics 51 (6), 3143-3156, 2020
1552020
Towards faster vehicle routing by transferring knowledge from customer representation
L Feng, Y Huang, IW Tsang, A Gupta, K Tang, KC Tan, YS Ong
IEEE Transactions on Intelligent Transportation Systems 23 (2), 952-965, 2020
402020
Solving vehicle routing problem by memetic search with evolutionary multitasking
Q Shang, Y Huang, Y Wang, M Li, L Feng
Memetic Computing 14 (1), 31-44, 2022
272022
Toward large-scale evolutionary multitasking: A GPU-based paradigm
Y Huang, L Feng, AK Qin, M Chen, KC Tan
IEEE Transactions on Evolutionary Computation 26 (3), 585-598, 2021
142021
Fast vehicle routing via knowledge transfer in a reproducing kernel Hilbert space
Y Huang, L Feng, M Li, Y Wang, Z Zhu, KC Tan
IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (9), 5404-5416, 2023
102023
Evolutionary multitasking via artificial neural networks
X Chen, Y Huang, W Zhou, L Feng
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
52021
How multimodal integration boost the performance of llm for optimization: Case study on capacitated vehicle routing problems
Y Huang, W Zhang, L Feng, X Wu, KC Tan
arXiv preprint arXiv:2403.01757, 2024
42024
Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multi-Objective Optimization
Y Huang, W Zhou, Y Wang, M Li, L Feng, KC Tan
IEEE Transactions on Evolutionary Computation, 2023
42023
Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization
Q Shang, Y Huang, J Dong, Y Hou, Y Wang, M Li, L Feng
Neural Computing and Applications 34 (10), 7673-7689, 2022
32022
Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators
Y Huang, S Wu, W Zhang, J Wu, L Feng, KC Tan
arXiv preprint arXiv:2406.08987, 2024
22024
Learning to Transfer for Evolutionary Multitasking
SH Wu, Y Huang, X Wu, L Feng, ZH Zhan, KC Tan
arXiv preprint arXiv:2406.14359, 2024
12024
Advancing Automated Knowledge Transfer in Evolutionary Multitasking via Large Language Models
Y Huang, X Lv, S Wu, J Wu, L Feng, KC Tan
arXiv preprint arXiv:2409.04270, 2024
2024
Autonomous Multi-Objective Optimization Using Large Language Model
Y Huang, S Wu, W Zhang, J Wu, L Feng, KC Tan
arXiv preprint arXiv:2406.08987, 2024
2024
Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection
X Wu, Y Zhong, J Wu, Y Huang, S Wu, KC Tan
arXiv preprint arXiv:2405.11349, 2024
2024
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