Search Results - subject:"Tree-structured parzen estimator"

Optimizing solar photovoltaic power forecasting via multi-architecture machine learning framework with multiple hyperparameter optimization techniques

Tahir, Muhammad Faizan; Tzes, Anthony; El-Fouly, Tarek H. M. - In: Energy strategy reviews 61 (2025), pp. 1-20

algorithm, the best-performing model was further refined using hyperparameter optimization techniques, including tree-structured … Parzen Estimator, Bayesian optimization, random search with successive halving, and grey wolf optimizer. The performance of …

Persistent link: https://www.econbiz.de/10015485825

Stock price prediction using multi-scale nonlinear ensemble of deep learning and evolutionary weighted support vector regression

Wang, Jujie; Zhuang, Zhenzhen; Gao, Dongming; Li, Yang; … - In: Studies in nonlinear dynamics and econometrics : SNDE ; … 27 (2023) 3, pp. 397-421

Persistent link: https://www.econbiz.de/10014372898