Directional combination learning for multitask optimization
• Develop a directional learning (DL) strategy to extract the directional knowledge. • Design a combination learning (CL) strategy to achieve the superiority combination. • Illustrate the advantages in solving multitask and many-task optimization problems.
Authors
- Li-Ying Su
- Zijia Wang (ORCID: https://orcid.org/0000-0002-2594-0934)
- Sam Kwong
- Zhi-Hui Zhan
- Jun Zhang (ORCID: https://orcid.org/0000-0001-7835-9871)
- Chang-Long Wang
Institutions
- Lingnan University (HK)
- Nankai University (CN)
- Guangzhou University (CN)
- Hanyang University (KR)
Publication Details
- Journal
- Expert Systems with Applications
- Published
- 2026-05-27
- DOI
- https://doi.org/10.1016/j.eswa.2026.132878
- Primary Topic
- Face and Expression Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Guangdong Province