Multiobjective Multitask Optimization with Multiple Knowledge Types and Transfer Adaptation (MTDE-MKTA)

Email: int_lyc@cug.edu.cn

Reference

@Article{Li2025MTDE-MKTA,
  author     = {Li, Yanchi and Gong, Wenyin},
  journal    = {IEEE Transactions on Evolutionary Computation},
  title      = {Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation},
  year       = {2025},
  number     = {1},
  pages      = {205-216},
  volume     = {29},
  doi        = {10.1109/TEVC.2024.3353319},
}

Note

The MTO-Platform (MToP) has incorporated the relevant algorithm at "MTO/Algorithms/Multi-objective Multi-task/Multi-population/MTDE-MKTA/MTDE-MKTA.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 have also been uploaded to the MTO-Platform

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