Multiobjective Multitask Optimization via Diversity and Convergence Oriented Knowledge Transfer (MTEA-DCK)
Email: int_lyc@cug.edu.cn
@Article{Li2024MTEA-DCK,
title = {Multiobjective Multitask Optimization via Diversity- and Convergence-Oriented Knowledge Transfer},
author = {Li, Yanchi and Li, Dongcheng and Gong, Wenyin and Gu, Qiong},
journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
year = {2025},
number = {3},
pages = {2367-2379},
volume = {55},
doi = {10.1109/TSMC.2024.3520526},
}
The MTO-Platform (MToP) has incorporated the relevant algorithm at "MTO/Algorithms/Multi-objective Multi-task/Multi-population/MTEA-DCK/MTEA_DCK.m" and provides convenient utility functions. We highly recommend using it for code running. https://github.com/intLyc/MTO-Platform
The real-world applications covered in the paper can be found in MToP:
Multiobjective Optimal Power Flow