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Sep, 2023
FedWOA:一种使用鲸鱼优化算法进行可再生能源预测的联邦学习模型
FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction
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Viorica Chifu, Tudor Cioara, Cristian Anitiei, Cristina Pop, Ionut Anghel
TL;DR
使用鲸鱼优化算法(FedWOA)对家庭自产能源数据进行训练,通过构建全球共享模型并传输到本地节点改善预测质量,以提高能源预测模型的准确性。
Abstract
privacy
is important when dealing with sensitive personal information in
machine learning models
, which require large data sets for training. In the energy field, access to household
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