Regularization for Electricity Price Forecasting

The most commonly used form of regularization typically involves defining the penalty function as a ℓ1 or ℓ2 norm. However, numerous alternative approaches remain untested in practical applications. In this study, we apply ten different penalty functions to predict electricity prices and evaluate th...

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Bibliographic Details
Main Author: Bartosz Uniejewski
Format: Article
Language:English
Published: Wrocław University of Science and Technology 2024-01-01
Series:Operations Research and Decisions
Online Access:https://ord.pwr.edu.pl/assets/papers_archive/ord2024vol34no3_14.pdf
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