Multiobjective Multitask Optimization via Diversity and Convergence Oriented Knowledge Transfer (MTEA-DCK)

Email: int_lyc@cug.edu.cn

Reference

@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     = {2024},
  doi      = {10.1109/TSMC.2024.3520526},
}

Note

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

Multiobjective Synchronous Optimal Pulse-width Modulation

Multiobjective Sensor Coverage Problem