Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization (MTEA/D-TSD)

This paper is now accepted by GECCO-24 as a full-length paper.

Email: [email protected]

Reference

@InProceedings{Li2024MTEA-D-TSD,
  title     = {Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization},
  author    = {Li, Yanchi and Gong, Wenyin and Gu, Qiong},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  year      = {2024},
  address   = {New York, NY, USA},
  pages     = {557–565},
  publisher = {Association for Computing Machinery},
  series    = {GECCO '24},
  doi       = {10.1145/3638529.3653989},
  isbn      = {9798400704949},
  location  = {Melbourne, VIC, Australia},
  numpages  = {9},
  url       = {https://doi.org/10.1145/3638529.3653989},
}

Note

The MTO-Platform (MToP) has incorporated the relevant algorithm at "MTO/Algorithms/Multi-objective Multi-task/Multi-population/MTEA-D-TSD/MTEA-D-TSD.m" and provides convenient utility functions. We highly recommend using it for code running. https://github.com/intLyc/MTO-Platform

The multi-objective sensor coverage problem in the paper have also been uploaded to the MTO-Platform at Multi-objective Sensor Coverage Problem