Covariance matrix adaptation evolution strategy for improving machine learning approaches in streamflow prediction

Precise streamflow estimation plays a key role in optimal water resource use, reservoirs operations, and designing and planning future hydropower projects. Machine learning models were successfully utilized to estimate streamflow in recent years In this study, a new approach, covariance matrix adapt...

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Bibliographic Details
Main Authors: Ikram, Rana Muhammad Adnan, Goliatt, Leonardo, Kisi, Ozgur, Trajkovic, Slavisa, Shahid, Shamsuddin
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Online Access:http://eprints.utm.my/103107/1/ShamsuddinShahid2022_CovarianceMatrixAdaptationEvolution.pdf