Short-Term Occupancy Forecasting for a Smart Home Using Optimized Weight Updates Based on GA and PSO Algorithms for an LSTM Network

Short-Term Occupancy Forecasting for a Smart Home Using Optimized Weight Updates Based on GA and PSO Algorithms for an LSTM Network

In this work, we provide a smart home occupancy prediction technique based on environmental variables such as CO<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mrow></mrow><mn>2</mn&g...

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Bibliographic Details
Main Authors:	Sameh Mahjoub, Sami Labdai, Larbi Chrifi-Alaoui, Bruno Marhic, Laurent Delahoche
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Series:	Energies
Subjects:	deep neural networks LSTM time series prediction optimisation GA PSO
Online Access:	https://www.mdpi.com/1996-1073/16/4/1641

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