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A hyperparameter optimization framework for transformer-based time series forecasting using evolutionary algorithms

Published Online: 2026-03-27

Published Print: 2026-04

Authors

Alkaabi, Nouf

Shakya, Sid

Mizouni, Rabeb https://orcid.org/0000-0001-6915-3759
Funding

Funding for this research was provided by:

Khalifa University of Science Technology & Research
License Information

Text and Data Mining valid from 2026-03-27

Version of Record valid from 2026-03-27
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Article History

Received: 8 November 2025

Accepted: 3 February 2026

First Online: 27 March 2026

Declarations

:

: The authors declare that they have no conflict of interest, financial or otherwise.

: Not applicable. This study does not involve any human participants, human data, or animals.

: Not applicable. This manuscript does not contain any individual person’s data.

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